Cargar archivo CSV

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Cell In[2], line 1
----> 1 import pandas as pd
      2 import scanpy as sc
      3 import matplotlib.pyplot as plt

ModuleNotFoundError: No module named 'pandas'

data_path = "C:/Users/henry/Desktop/python/jbook_rna/datos/Single-cell RNASeq data from Mouse Brain"
data_path2 = "C:/Users/henry/Desktop/python/jbook_rna/datos/Theory - Intro to single-cell RNAseq Images"

Cargar archivo CSV#

brain_counts_file = os.path.join(data_path, "brain_counts.csv")
brain_metadata_file = os.path.join(data_path, "brain_metadata.csv")

df_counts = pd.read_csv(brain_counts_file)
df_metadata = pd.read_csv(brain_metadata_file)

Cragar archivos H5AD#

glioblastoma_norm_file = os.path.join(data_path, "glioblastoma_normalized.h5ad")
glioblastoma_raw_file = os.path.join(data_path, "glioblastoma_raw.h5ad")
pbmc3k_file = os.path.join(data_path, "pbmc3k.h5ad")

adata_glioblastoma_norm = sc.read_h5ad(glioblastoma_norm_file)
adata_glioblastoma_raw = sc.read_h5ad(glioblastoma_raw_file)
adata_pbmc3k = sc.read_h5ad(pbmc3k_file)

c:\Users\henry\miniconda3\envs\ml_venv\lib\site-packages\anndata\compat\__init__.py:329: FutureWarning: Moving element from .uns['neighbors']['distances'] to .obsp['distances'].

This is where adjacency matrices should go now.
  warn(
c:\Users\henry\miniconda3\envs\ml_venv\lib\site-packages\anndata\compat\__init__.py:329: FutureWarning: Moving element from .uns['neighbors']['connectivities'] to .obsp['connectivities'].

This is where adjacency matrices should go now.
  warn(

Análisis Exploratorio de los Datos#

# Mostrar dimensiones
print(f"🔹 Dimensiones de la matriz de expresión: {df_counts.shape}")  # (células, genes)
print(f"🔹 Dimensiones de la metadata: {df_metadata.shape}")  # (células, variables)

🔹 Dimensiones de la matriz de expresión: (3401, 23434)
🔹 Dimensiones de la metadata: (3401, 6)

print("\n Información general de los datos:")
print(df_counts.info())

 Información general de los datos:
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 3401 entries, 0 to 3400
Columns: 23434 entries, Unnamed: 0 to zsGreen_transgene
dtypes: int64(23433), object(1)
memory usage: 608.1+ MB
None

# Convertir el dataframe en una tabla interactiva
display(HTML(df_counts.iloc[:20, :10].to_html()))

	Unnamed: 0	0610007C21Rik	0610007L01Rik	0610007N19Rik	0610007P08Rik	0610007P14Rik	0610007P22Rik
0	A1.B003290.3_38_F.1.1	125	16	0	0	0	0
1	A1.B003728.3_56_F.1.1	0	0	0	0	324	0
2	A1.MAA000560.3_10_M.1.1	348	0	0	0	5	0
3	A1.MAA000564.3_10_M.1.1	41	36	0	0	24	0
4	A1.MAA000923.3_9_M.1.1	53	0	0	0	0	0
5	A1.MAA000930.3_8_M.1.1	0	0	0	0	0	0
6	A1.MAA000932.3_11_M.1.1	0	2	0	0	0	0
7	A1.MAA000940.3_8_M.1.1	16	0	0	2	1	0
8	A1.MAA001854.3_38_F.1.1	0	0	0	0	7	0
9	A1.MAA001894.3_39_F.1.1	33	3	0	0	0	0
10	A1.MAA001895.3_38_F.1.1	87	35	0	0	0	0
11	A10.B003290.3_38_F.1.1	229	0	0	0	0	0
12	A10.MAA000564.3_10_M.1.1	321	0	0	0	148	0
13	A10.MAA000641.3_9_M.1.1	0	0	0	0	0	0
14	A10.MAA000926.3_9_M.1.1	136	0	0	0	0	8
15	A10.MAA000930.3_8_M.1.1	369	0	13	55	19	0
16	A10.MAA000932.3_11_M.1.1	0	0	0	0	0	0
17	A10.MAA000935.3_8_M.1.1	1523	0	93	0	266	0
18	A10.MAA000941.3_8_M.1.1	314	0	0	0	7	214
19	A10.MAA000944.3_9_M.1.1	229	0	0	0	0	0

print("\n La sestadísticas descriptivas de la matriz de expresión:")
display(HTML(df_counts.describe().to_html()))

 La sestadísticas descriptivas de la matriz de expresión:

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3	Aqp4	Aqp5	Aqp6	Aqp7	Aqp8	Aqp9	Aqr	Ar	Araf	Arap1	Arap2	Arap3	Arc	Arcn1	Areg	Arf1	Arf2	Arf3	Arf4	Arf5	Arf6	Arfgap1	Arfgap2	Arfgap3	Arfgef1	Arfgef2	Arfip1	Arfip2	Arfrp1	Arg1	Arg2	Arglu1	Arhgap1	Arhgap10	Arhgap11a	Arhgap12	Arhgap15	Arhgap17	Arhgap18	Arhgap19	Arhgap20	Arhgap21	Arhgap22	Arhgap23	Arhgap24	Arhgap25	Arhgap26	Arhgap27	Arhgap28	Arhgap29	Arhgap30	Arhgap31	Arhgap32	Arhgap33	Arhgap36	Arhgap39	Arhgap4	Arhgap40	Arhgap42	Arhgap44	Arhgap5	Arhgap6	Arhgap8	Arhgap9	Arhgdia	Arhgdib	Arhgdig	Arhgef1	Arhgef10	Arhgef10l	Arhgef11	Arhgef12	Arhgef15	Arhgef16	Arhgef17	Arhgef18	Arhgef19	Arhgef2	Arhgef25	Arhgef26	Arhgef3	Arhgef33	Arhgef37	Arhgef38	Arhgef4	Arhgef40	Arhgef5	Arhgef6	Arhgef7	Arhgef9	Arid1a	Arid1b	Arid2	Arid3a	Arid3b	Arid3c	Arid4a	Arid4b	Arid5a	Arid5b	Arih1	Arih2	Arl1	Arl10	Arl11	Arl13a	Arl13b	Arl14	Arl15	Arl16	Arl2	Arl2bp	Arl3	Arl4a	Arl4c	Arl4d	Arl5a	Arl5b	Arl5c	Arl6	Arl6ip1	Arl6ip4	Arl6ip5	Arl6ip6	Arl8a	Arl8b	Arl9	Armc1	Armc10	Armc2	Armc3	Armc4	Armc5	Armc6	Armc7	Armc8	Armc9	Armcx1	Armcx2	Armcx3	Armcx4	Armcx5	Armcx6	Arnt	Arnt2	Arntl	Arntl2	Arpc1a	Arpc1b	Arpc2	Arpc3	Arpc4	Arpc5	Arpc5l	Arpm1	Arpp19	Arpp21	Arr3	Arrb1	Arrb2	Arrdc1	Arrdc2	Arrdc3	Arrdc4	Arrdc5	Arsa	Arsb	Arsg	Arsi	Arsj	Arsk	Art1	Art2a-ps	Art2b	Art3	Art4	Art5	Artn	Arv1	Arvcf	Arx	Arxes1	Arxes2	As3mt	Asah1	Asah2	Asap1	Asap2	Asap3	Asb1	Asb10	Asb11	Asb12	Asb13	Asb14	Asb15	Asb16	Asb17	Asb18	Asb2	Asb3	Asb4	Asb5	Asb6	Asb7	Asb8	Asb9	Ascc1	Ascc2	Ascc3	Ascl1	Ascl2	Ascl3	Ascl4	Asf1a	Asf1b	Asgr1	Asgr2	Ash1l	Ash2l	Asl	Asmt	Asna1	Asns	Asnsd1	Aspa	Aspdh	Aspg	Asph	Asphd1	Asphd2	Aspm	Aspn	Asprv1	Aspscr1	Asrgl1	Ass1	Aste1	Astl	Astn1	Astn2	Asxl1	Asxl2	Asxl3	Asz1	Atad1	Atad2	Atad2b	Atad3a	Atad5	Atat1	Atcay	Ate1	Atf1	Atf2	Atf3	Atf4	Atf5	Atf6	Atf6b	Atf7	Atf7ip	Atf7ip2	Atg10	Atg12	Atg13	Atg14	Atg16l1	Atg16l2	Atg2a	Atg2b	Atg3	Atg4a	Atg4b	Atg4c	Atg4d	Atg5	Atg7	Atg9a	Atg9b	Athl1	Atic	Atl1	Atl2	Atl3	Atm	Atmin	Atn1	Atoh1	Atoh7	Atoh8	Atox1	Atp10a	Atp10b	Atp10d	Atp11a	Atp11b	Atp11c	Atp12a	Atp13a1	Atp13a2	Atp13a3	Atp13a4	Atp13a5	Atp1a1	Atp1a2	Atp1a3	Atp1a4	Atp1b1	Atp1b2	Atp1b3	Atp1b4	Atp2a1	Atp2a2	Atp2a3	Atp2b1	Atp2b2	Atp2b3	Atp2b4	Atp2c1	Atp2c2	Atp4a	Atp4b	Atp5a1	Atp5b	Atp5c1	Atp5d	Atp5e	Atp5f1	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5k	Atp5l	Atp5o	Atp5s	Atp5sl	Atp6ap1	Atp6ap1l	Atp6ap2	Atp6v0a1	Atp6v0a2	Atp6v0a4	Atp6v0b	Atp6v0c	Atp6v0c-ps2	Atp6v0d1	Atp6v0d2	Atp6v0e	Atp6v0e2	Atp6v1a	Atp6v1b1	Atp6v1b2	Atp6v1c1	Atp6v1c2	Atp6v1d	Atp6v1e1	Atp6v1e2	Atp6v1f	Atp6v1g1	Atp6v1g2	Atp6v1g3	Atp6v1h	Atp7a	Atp7b	Atp8a1	Atp8a2	Atp8b1	Atp8b2	Atp8b3	Atp8b4	Atp8b5	Atp9a	Atp9b	Atpaf1	Atpaf2	Atpbd4	Atpif1	Atr	Atrip	Atrn	Atrnl1	Atrx	Atxn1	Atxn10	Atxn1l	Atxn2	Atxn2l	Atxn3	Atxn7	Atxn7l1	Atxn7l2	Atxn7l3	Atxn7l3b	Auh	Aup1	Aurka	Aurkaip1	Aurkb	Aurkc	Auts2	Aven	Avil	Avl9	Avp	Avpi1	Avpr1a	Avpr1b	Avpr2	Awat1	Awat2	Axin1	Axin2	Axl	Aym1	Azgp1	Azi1	Azi2	Azin1	B020004C17Rik	B020004J07Rik	B020014A21Rik	B020018J22Rik	B020031M17Rik	B130006D01Rik	B130024G19Rik	B130034C11Rik	B230118H07Rik	B230119M05Rik	B230120H23Rik	B230206F22Rik	B230206H07Rik	B230208H11Rik	B230208H17Rik	B230209E15Rik	B230209K01Rik	B230214G05	B230216N24Rik	B230217C12Rik	B230217O12Rik	B230219D22Rik	B230312A22Rik	B230312C02Rik	B230319C09Rik	B230323A14Rik	B230378P21Rik	B2m	B330016D10Rik	B3galnt1	B3galnt2	B3galt1	B3galt2	B3galt4	B3galt5	B3galt6	B3galtl	B3gat1	B3gat2	B3gat3	B3gnt1	B3gnt2	B3gnt3	B3gnt4	B3gnt5	B3gnt6	B3gnt7	B3gnt8	B3gnt9-ps	B3gntl1	B430010I23Rik	B430212C06Rik	B430306N03Rik	B430319G15Rik	B4galnt1	B4galnt2	B4galnt3	B4galnt4	B4galt1	B4galt2	B4galt3	B4galt4	B4galt5	B4galt6	B4galt7	B630005N14Rik	B630019K06Rik	B830017H08Rik	B930003M22Rik	B930007M17Rik	B930018H19	B930025P03Rik	B930041F14Rik	B930059L03Rik	B930092H01Rik	B9d1	B9d2	BB014433	BB019430	BB031773	BB123696	BB283400	BB287469	BB557941	BC002163	BC002230	BC003266	BC003331	BC003965	BC004004	BC005537	BC005561	BC005624	BC005764	BC006779	BC006965	BC013529	BC013712	BC016423	BC016495	BC016579	BC017158	BC017612	BC017643	BC017647	BC018242	BC018473	BC018507	BC020402	BC020535	BC021614	BC021767	BC021785	BC021891	BC022687	BC023829	BC024139	BC024386	BC024479	BC024582	BC024659	BC024978	BC025920	BC026585	BC026590	BC027072	BC027231	BC028528	BC029214	BC029722	BC030307	BC030336	BC030476	BC030500	BC030867	BC030870	BC031181	BC031353	BC031361	BC031781	BC032203	BC033916	BC035044	BC037032	BC037034	BC037704	BC039771	BC039966	BC046331	BC046404	BC048355	BC048403	BC048502	BC048507	BC048546	BC048562	BC048602	BC048609	BC048644	BC048671	BC048679	BC048943	BC049352	BC049635	BC049715	BC049730	BC049762	BC051019	BC051070	BC051142	BC051226	BC051537	BC051628	BC051665	BC052040	BC052688	BC053393	BC053749	BC055004	BC055111	BC055324	BC055402	BC056474	BC057022	BC057079	BC060267	BC061194	BC061212	BC061237	BC064078	BC065397	BC066135	BC067068	BC068157	BC068281	BC080695	BC088983	BC089491	BC089597	BC090627	BC094916	BC096441	BC100451	BC100530	BC107364	BC117090	BC125332	BC147527	Baalc	Baat	Baat1	Bace1	Bace2	Bach1	Bach2	Bad	Bag1	Bag2	Bag3	Bag4	Bag5	Bag6	Bahcc1	Bahd1	Bai1	Bai2	Bai3	Baiap2	Baiap2l1	Baiap2l2	Baiap3	Bak1	Bambi	Bambi-ps1	Banf1	B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cdc32	Ccdc33	Ccdc34	Ccdc36	Ccdc37	Ccdc38	Ccdc39	Ccdc40	Ccdc41	Ccdc42	Ccdc42b	Ccdc43	Ccdc45	Ccdc46	Ccdc47	Ccdc48	Ccdc50	Ccdc51	Ccdc53	Ccdc54	Ccdc55	Ccdc56	Ccdc57	Ccdc58	Ccdc59	Ccdc6	Ccdc60	Ccdc61	Ccdc62	Ccdc63	Ccdc64	Ccdc64b	Ccdc65	Ccdc66	Ccdc67	Ccdc68	Ccdc69	Ccdc7	Ccdc70	Ccdc71	Ccdc72	Ccdc73	Ccdc74a	Ccdc75	Ccdc76	Ccdc77	Ccdc78	Ccdc79	Ccdc8	Ccdc80	Ccdc81	Ccdc82	Ccdc83	Ccdc84	Ccdc85a	Ccdc85b	Ccdc85c	Ccdc86	Ccdc87	Ccdc88a	Ccdc88b	Ccdc88c	Ccdc89	Ccdc9	Ccdc90a	Ccdc90b	Ccdc91	Ccdc92	Ccdc93	Ccdc94	Ccdc96	Ccdc97	Ccdc99	Cchcr1	Ccin	Cck	Cckar	Cckbr	Ccl1	Ccl11	Ccl12	Ccl17	Ccl19	Ccl2	Ccl20	Ccl21a	Ccl21b	Ccl21c	Ccl22	Ccl24	Ccl25	Ccl26	Ccl27a	Ccl27b	Ccl28	Ccl3	Ccl4	Ccl5	Ccl6	Ccl7	Ccl8	Ccl9	Ccm2	Ccna1	Ccna2	Ccnb1	Ccnb1ip1	Ccnb2	Ccnb3	Ccnc	Ccnd1	Ccnd2	Ccnd3	Ccndbp1	Ccne1	Ccne2	Ccnf	Ccng1	Ccng2	Ccnh	Ccni	Ccnj	Ccnjl	Ccnk	Ccnl1	Ccnl2	Ccno	Ccnt1	Ccnt2	Ccny	Ccnyl1	Ccpg1	Ccr1	Ccr10	Ccr1l1	Ccr2	Ccr3	Ccr4	Ccr5	Ccr6	Ccr7	Ccr8	Ccr9	Ccrl1	Ccrl2	Ccrn4l	Ccs	Cct2	Cct3	Cct4	Cct5	Cct6a	Cct6b	Cct7	Cct8	Cct8l1	Ccz1	Cd101	Cd109	Cd14	Cd151	Cd160	Cd163	Cd163l1	Cd164	Cd164l2	Cd177	Cd180	Cd19	Cd1d1	Cd1d2	Cd2	Cd200	Cd200r1	Cd200r2	Cd200r3	Cd200r4	Cd207	Cd209a	Cd209b	Cd209c	Cd209d	Cd209e	Cd209f	Cd209g	Cd22	Cd226	Cd244	Cd247	Cd248	Cd24a	Cd27	Cd274	Cd276	Cd28	Cd2ap	Cd2bp2	Cd300a	Cd300c	Cd300e	Cd300lb	Cd300ld	Cd300lf	Cd300lg	Cd300lh	Cd302	Cd320	Cd33	Cd34	Cd36	Cd37	Cd38	Cd3d	Cd3e	Cd3eap	Cd3g	Cd4	Cd40	Cd40lg	Cd44	Cd46	Cd47	Cd48	Cd5	Cd52	Cd53	Cd55	Cd59a	Cd59b	Cd5l	Cd6	Cd63	Cd68	Cd69	Cd7	Cd70	Cd72	Cd74	Cd79a	Cd79b	Cd80	Cd81	Cd82	Cd83	Cd84	Cd86	Cd8a	Cd8b1	Cd9	Cd93	Cd96	Cd97	Cd99l2	Cda	Cdadc1	Cdan1	Cdc123	Cdc14a	Cdc14b	Cdc16	Cdc20	Cdc23	Cdc25a	Cdc25b	Cdc25c	Cdc26	Cdc27	Cdc34	Cdc37	Cdc37l1	Cdc40	Cdc42	Cdc42bpa	Cdc42bpb	Cdc42bpg	Cdc42ep1	Cdc42ep2	Cdc42ep3	Cdc42ep4	Cdc42ep5	Cdc42se1	Cdc42se2	Cdc45	Cdc5l	Cdc6	Cdc7	Cdc73	Cdca2	Cdca3	Cdca4	Cdca5	Cdca7	Cdca7l	Cdca8	Cdcp1	Cdcp2	Cdh1	Cdh10	Cdh11	Cdh12	Cdh13	Cdh15	Cdh16	Cdh17	Cdh18	Cdh19	Cdh2	Cdh20	Cdh22	Cdh23	Cdh24	Cdh26	Cdh3	Cdh4	Cdh5	Cdh6	Cdh7	Cdh8	Cdh9	Cdhr1	Cdhr2	Cdhr3	Cdhr5	Cdipt	Cdk1	Cdk10	Cdk11b	Cdk12	Cdk13	Cdk14	Cdk15	Cdk16	Cdk17	Cdk18	Cdk19	Cdk2	Cdk20	Cdk2ap1	Cdk2ap2	Cdk3-ps	Cdk4	Cdk5	Cdk5r1	Cdk5r2	Cdk5rap1	Cdk5rap2	Cdk5rap3	Cdk6	Cdk7	Cdk8	Cdk9	Cdkal1	Cdkl1	Cdkl2	Cdkl3	Cdkl4	Cdkl5	Cdkn1a	Cdkn1b	Cdkn1c	Cdkn2a	Cdkn2aip	Cdkn2aipnl	Cdkn2b	Cdkn2c	Cdkn2d	Cdkn3	Cdnf	Cdo1	Cdon	Cdr1	Cdr2	Cdr2l	Cdrt4	Cds1	Cds2	Cdsn	Cdt1	Cdv3	Cdx1	Cdx2	Cdx4	Cdyl	Cdyl2	Ceacam-ps1	Ceacam1	Ceacam10	Ceacam11	Ceacam12	Ceacam13	Ceacam14	Ceacam15	Ceacam16	Ceacam18	Ceacam19	Ceacam2	Ceacam20	Ceacam3	Ceacam5	Ceacam9	Cebpa	Cebpb	Cebpd	Cebpe	Cebpg	Cebpz	Cecr2	Cecr5	Cecr6	Cel	Cela1	Cela2a	Cela3b	Celf1	Celf2	Celf3	Celf4	Celf5	Celf6	Celsr1	Celsr2	Celsr3	Cend1	Cenpa	Cenpb	Cenpc1	Cenpe	Cenpf	Cenph	Cenpi	Cenpj	Cenpk	Cenpl	Cenpm	Cenpn	Cenpo	Cenpp	Cenpq	Cenpt	Cenpv	Cenpw	Cep110	Cep120	Cep135	Cep152	Cep164	Cep170	Cep192	Cep250	Cep290	Cep350	Cep55	Cep57	Cep57l1	Cep63	Cep68	Cep70	Cep72	Cep76	Cep78	Cep97	Cept1	Cer1	Cercam	Cerk	Cerkl	Ces1a	Ces1b	Ces1c	Ces1d	Ces1e	Ces1f	Ces1g	Ces2a	Ces2b	Ces2c	Ces2d-ps	Ces2e	Ces2f	Ces2g	Ces3a	Ces3b	Ces4a	Ces5a	Cetn1	Cetn2	Cetn3	Cetn4	Cfb	Cfc1	Cfd	Cfdp1	Cfh	Cfhr1	Cfhr2	Cfi	Cfl1	Cfl2	Cflar	Cfp	Cftr	Cga	Cggbp1	Cgn	Cgnl1	Cgref1	Cgrrf1	Ch25h	Chac1	Chac2	Chad	Chadl	Chaf1a	Chaf1b	Chat	Chchd1	Chchd10	Chchd2	Chchd3	Chchd4	Chchd5	Chchd6	Chchd7	Chchd8	Chd1	Chd1l	Chd2	Chd3	Chd4	Chd5	Chd6	Chd7	Chd8	Chd9	Chdh	Chek1	Chek2	Cherp	Chfr	Chga	Chgb	Chi3l1	Chi3l3	Chi3l4	Chia	Chic1	Chic2	Chid1	Chit1	Chka	Chkb	Chl1	Chm	Chml	Chmp1a	Chmp1b	Chmp2a	Chmp2b	Chmp3	Chmp4b	Chmp4c	Chmp5	Chmp6	Chmp7	Chn1	Chn2	Chodl	Chordc1	Chpf	Chpf2	Chpt1	Chrac1	Chrd	Chrdl1	Chrdl2	Chrm1	Chrm2	Chrm3	Chrm4	Chrm5	Chrna1	Chrna10	Chrna2	Chrna3	Chrna4	Chrna5	Chrna6	Chrna7	Chrna9	Chrnb1	Chrnb2	Chrnb3	Chrnb4	Chrnd	Chrne	Chrng	Chst1	Chst10	Chst11	Chst12	Chst13	Chst14	Chst15	Chst2	Chst3	Chst4	Chst5	Chst7	Chst8	Chst9	Chsy1	Chsy3	Chtf18	Chtf8	Chuk	Churc1	Ciao1	Ciapin1	Cib1	Cib2	Cib3	Cib4	Cic	Cidea	Cideb	Cidec	Ciita	Cilp	Cilp2	Cinp	Cir1	Cirbp	Cirh1a	Cisd1	Cisd2	Cisd3	Cish	Cit	Cited1	Cited2	Cited4	Ciz1	Ckap2	Ckap2l	Ckap4	Ckap5	Ckb	Cklf	Ckm	Ckmt1	Ckmt2	Cks1b	Cks2	Clasp1	Clasp2	Clasrp	Clca1	Clca2	Clca3	Clca4	Clca5	Clca6	Clcc1	Clcf1	Clcn1	Clcn2	Clcn3	Clcn4-2	Clcn5	Clcn6	Clcn7	Clcnka	Clcnkb	Cldn1	Cldn10	Cldn11	Cldn12	Cldn13	Cldn14	Cldn15	Cldn16	Cldn17	Cldn18	Cldn19	Cldn2	Cldn20	Cldn22	Cldn23	Cldn24	Cldn25	Cldn26	Cldn27	Cldn3	Cldn4	Cldn5	Cldn6	Cldn7	Cldn8	Cldn9	Cldnd2	Clec10a	Clec11a	Clec12a	Clec12b	Clec14a	Clec16a	Clec18a	Clec1a	Clec1b	Clec2d	Clec2e	Clec2g	Clec2h	Clec2i	Clec2l	Clec3a	Clec3b	Clec4a1	Clec4a2	Clec4a3	Clec4a4	Clec4b1	Clec4b2	Clec4d	Clec4e	Clec4f	Clec4g	Clec4n	Clec5a	Clec7a	Clec9a	Clgn	Clic1	Clic3	Clic4	Clic5	Clic6	Clint1	Clip1	Clip2	Clip3	Clip4	Clk1	Clk2	Clk3	Clk4	Clmn	Cln3	Cln5	Cln6	Cln8	Clnk	Clns1a	Clock	Clp1	Clpb	Clpp	Clps	Clptm1	Clptm1l	Clpx	Clrn1	Clrn2	Clrn3	Clspn	Clstn1	Clstn2	Clstn3	Clta	Cltb	Cltc	Clu	Cluap1	Clvs1	Clvs2	Clybl	Cma1	Cma2	Cmah	Cmas	Cmbl	Cmc1	Cmklr1	Cml1	Cml2	Cml3	Cml5	Cmpk1	Cmpk2	Cmtm1	Cmtm2a	Cmtm2b	Cmtm3	Cmtm4	Cmtm5	Cmtm6	Cmtm7	Cmtm8	Cmya5	Cnbp	Cndp1	Cndp2	Cnfn	Cnga1	Cnga2	Cnga3	Cnga4	Cngb1	Cngb3	Cnih	Cnih2	Cnih3	Cnih4	Cnksr1	Cnksr2	Cnksr3	Cnn1	Cnn2	Cnn3	Cnnm1	Cnnm2	Cnnm3	Cnnm4	Cno	Cnot1	Cnot10	Cnot2	Cnot3	Cnot4	Cnot6	Cnot6l	Cnot7	Cnot8	Cnp	Cnpy1	Cnpy2	Cnpy3	Cnpy4	Cnr1	Cnr2	Cnrip1	Cnst	Cntd1	Cntf	Cntfr	Cntln	Cntn1	Cntn2	Cntn3	Cntn4	Cntn5	Cntn6	Cntnap1	Cntnap2	Cntnap3	Cntnap4	Cntnap5a	Cntnap5b	Cntnap5c	Cntrob	Coasy	Cobl	Cobll1	Cobra1	Coch	Cog1	Cog2	Cog3	Cog4	Cog5	Cog6	Cog7	Cog8	Coil	Col10a1	Col11a1	Col11a2	Col12a1	Col13a1	Col14a1	Col15a1	Col16a1	Col17a1	Col18a1	Col19a1	Col1a1	Col1a2	Col20a1	Col22a1	Col23a1	Col24a1	Col25a1	Col27a1	Col28a1	Col2a1	Col3a1	Col4a1	Col4a2	Col4a3	Col4a3bp	Col4a4	Col4a5	Col4a6	Col5a1	Col5a2	Col5a3	Col6a1	Col6a2	Col6a3	Col6a4	Col6a5	Col6a6	Col7a1	Col8a1	Col8a2	Col9a1	Col9a2	Col9a3	Colec10	Colec11	Colec12	Colq	Commd1	Commd10	Commd2	Commd3	Commd4	Commd5	Commd6	Commd7	Commd8	Commd9	Comp	Comt	Comtd1	Copa	Copb1	Copb2	Cope	Copg	Copg2	Cops2	Cops3	Cops4	Cops5	Cops6	Cops7a	Cops7b	Cops8	Copz1	Copz2	Coq10a	Coq10b	Coq2	Coq3	Coq4	Coq5	Coq6	Coq7	Coq9	Corin	Coro1a	Coro1b	Coro1c	Coro2a	Coro2b	Coro6	Coro7	Cort	Cotl1	Cox10	Cox11	Cox15	Cox16	Cox17	Cox18	Cox19	Cox4i1	Cox4i2	Cox4nb	Cox5a	Cox5b	Cox6a1	Cox6a2	Cox6b1	Cox6b2	Cox6c	Cox7a1	Cox7a2	Cox7a2l	Cox7b	Cox7b2	Cox7c	Cox8a	Cox8b	Cox8c	Cp	Cpa1	Cpa2	Cpa3	Cpa4	Cpa5	Cpa6	Cpb1	Cpb2	Cpd	Cpe	Cpeb1	Cpeb2	Cpeb3	Cpeb4	Cphx	Cplx1	Cplx2	Cplx3	Cplx4	Cpm	Cpn1	Cpn2	Cpne1	Cpne2	Cpne3	Cpne4	Cpne5	Cpne6	Cpne7	Cpne8	Cpne9	Cpox	Cpped1	Cps1	Cpsf1	Cpsf2	Cpsf3	Cpsf3l	Cpsf4	Cpsf4l	Cpsf6	Cpsf7	Cpt1a	Cpt1b	Cpt1c	Cpt2	Cpvl	Cpxcr1	Cpxm1	Cpxm2	Cpz	Cr1l	Cr2	Crabp1	Crabp2	Cradd	Cramp1l	Crat	Crb1	Crb2	Crb3	Crbn	Crcp	Crct1	Cre_transgene	Creb1	Creb3	Creb3l1	Creb3l2	Creb3l3	Creb3l4	Creb5	Crebbp	Crebl2	Crebzf	Creg1	Creg2	Creld1	Creld2	Crem	Crh	Crhbp	Crhr1	Crhr2	Crim1	Crip1	Crip2	Crip3	Cript	Crisp1	Crisp2	Crisp3	Crisp4	Crispld1	Crispld2	Crk	Crkl	Crlf1	Crlf2	Crlf3	Crls1	Crmp1	Crnkl1	Crnn	Crocc	Crot	Crp	Crtac1	Crtam	Crtap	Crtc1	Crtc2	Crtc3	Crx	Crxos1	Cry1	Cry2	Cryaa	Cryab	Cryba1	Cryba2	Cryba4	Crybb1	Crybb2	Crybb3	Crybg3	Cryga	Crygb	Crygc	Crygd	Cryge	Crygf	Crygn	Crygs	Cryl1	Crym	Cryz	Cryzl1	Cs	Csad	Csda	Csdc2	Csde1	Cse1l	Csf1	Csf1r	Csf2	Csf2ra	Csf2rb	Csf2rb2	Csf3	Csf3r	Csgalnact1	Csgalnact2	Csk	Csl	Csmd1	Csmd3	Csn1s1	Csn1s2a	Csn1s2b	Csn2	Csn3	Csnk1a1	Csnk1d	Csnk1e	Csnk1g1	Csnk1g2	Csnk1g3	Csnk2a1	Csnk2a2	Csnk2b	Csnka2ip	Cspg4	Cspg5	Cspp1	Csprs	Csrnp1	Csrnp2	Csrnp3	Csrp1	Csrp2	Csrp2bp	Csrp3	Cst10	Cst11	Cst12	Cst13	Cst3	Cst6	Cst7	Cst8	Cst9	Csta	Cstad	Cstb	Cstf1	Cstf2	Cstf2t	Cstf3	Cstl1	Ctag2	Ctage5	Ctbp1	Ctbp2	Ctbs	Ctcf	Ctcfl	Ctdnep1	Ctdp1	Ctdsp1	Ctdsp2	Ctdspl	Ctdspl2	Ctf1	Ctf2	Ctgf	Cth	Cthrc1	Ctif	Ctla2a	Ctla2b	Ctla4	Ctnna1	Ctnna2	Ctnna3	Ctnnal1	Ctnnb1	Ctnnbip1	Ctnnbl1	Ctnnd1	Ctnnd2	Ctns	Ctps	Ctps2	Ctr9	Ctrb1	Ctrc	Ctrl	Cts3	Cts6	Cts7	Cts8	Cts8-ps	Ctsa	Ctsb	Ctsc	Ctsd	Ctse	Ctsf	Ctsg	Ctsh	Ctsj	Ctsk	Ctsl	Ctsll3	Ctsm	Ctso	Ctsq	Ctsr	Ctss	Ctsw	Ctsz	Cttn	Cttnbp2	Cttnbp2nl	Ctu1	Ctu2	Ctxn1	Ctxn2	Ctxn3	Cubn	Cuedc1	Cuedc2	Cul1	Cul2	Cul3	Cul4a	Cul4b	Cul5	Cul7	Cul9	Cuta	Cutc	Cux1	Cux2	Cuzd1	Cwc15	Cwc22	Cwc25	Cwc27	Cwf19l1	Cwf19l2	Cwh43	Cx3cl1	Cx3cr1	Cxadr	Cxcl1	Cxcl10	Cxcl11	Cxcl12	Cxcl13	Cxcl14	Cxcl15	Cxcl16	Cxcl17	Cxcl2	Cxcl3	Cxcl5	Cxcl9	Cxcr1	Cxcr2	Cxcr3	Cxcr4	Cxcr5	Cxcr6	Cxcr7	Cxx1a	Cxx1b	Cxx1c	Cxxc1	Cxxc4	Cxxc5	Cyb5	Cyb561	Cyb561d1	Cyb561d2	Cyb5b	Cyb5d1	Cyb5d2	Cyb5r1	Cyb5r2	Cyb5r3	Cyb5r4	Cyb5rl	Cyba	Cybasc3	Cybb	Cybrd1	Cyc1	Cycs	Cyct	Cyfip1	Cyfip2	Cygb	Cyhr1	Cylc1	Cylc2	Cyld	Cym	Cyp11a1	Cyp11b1	Cyp11b2	Cyp17a1	Cyp19a1	Cyp1a1	Cyp1a2	Cyp1b1	Cyp20a1	Cyp21a1	Cyp24a1	Cyp26a1	Cyp26b1	Cyp26c1	Cyp27a1	Cyp27b1	Cyp2a12	Cyp2a22	Cyp2a4	Cyp2a5	Cyp2ab1	Cyp2b10	Cyp2b13	Cyp2b19	Cyp2b23	Cyp2b9	Cyp2c29	Cyp2c37	Cyp2c38	Cyp2c39	Cyp2c40	Cyp2c44	Cyp2c50	Cyp2c53-ps	Cyp2c54	Cyp2c55	Cyp2c65	Cyp2c66	Cyp2c67	Cyp2c68	Cyp2c69	Cyp2c70	Cyp2d10	Cyp2d11	Cyp2d12	Cyp2d13	Cyp2d22	Cyp2d26	Cyp2d34	Cyp2d37-ps	Cyp2d40	Cyp2d9	Cyp2e1	Cyp2f2	Cyp2g1	Cyp2j11	Cyp2j12	Cyp2j13	Cyp2j5	Cyp2j6	Cyp2j8	Cyp2j9	Cyp2r1	Cyp2s1	Cyp2t4	Cyp2u1	Cyp2w1	Cyp39a1	Cyp3a11	Cyp3a13	Cyp3a16	Cyp3a25	Cyp3a41a	Cyp3a41b	Cyp3a44	Cyp3a57	Cyp3a59	Cyp46a1	Cyp4a10	Cyp4a12a	Cyp4a12b	Cyp4a14	Cyp4a29-ps	Cyp4a30b-ps	Cyp4a31	Cyp4a32	Cyp4b1	Cyp4f13	Cyp4f14	Cyp4f15	Cyp4f16	Cyp4f17	Cyp4f18	Cyp4f39	Cyp4f40	Cyp4f41-ps	Cyp4v3	Cyp4x1	Cyp51	Cyp7a1	Cyp7b1	Cyp8b1	Cypt1	Cypt10	Cypt12	Cypt14	Cypt15	Cypt2-ps	Cypt3	Cypt4	Cypt7	Cypt8	Cypt9	Cyr61	Cys1	Cysltr1	Cysltr2	Cyth1	Cyth2	Cyth3	Cyth4	Cytip	Cytl1	Cyyr1	D030016E14Rik	D030018L15Rik	D030024E09Rik	D030025E07Rik	D030025P21Rik	D030028A08Rik	D030040B21Rik	D030045P18Rik	D030047H15Rik	D030056L22Rik	D0H4S114	D10Bwg1379e	D10Jhu81e	D10Wsu102e	D10Wsu52e	D11Wsu47e	D11Wsu99e	D130009I18Rik	D130017N08Rik	D130020L05Rik	D130040H23Rik	D130043K22Rik	D14Abb1e	D14Ertd449e	D14Ertd668e	D15Ertd621e	D16Ertd472e	D16Ertd519e	D16H22S680E	D17Ertd648e	D17H6S53E	D17H6S56E-3	D17Wsu104e	D17Wsu92e	D18Ertd653e	D19Bwg1357e	D19Ertd386e	D19Ertd737e	D19Wsu162e	D1Bwg0212e	D1Ertd622e	D1Pas1	D230025D16Rik	D230030E09Rik	D230037D09Rik	D2Ertd750e	D2Wsu81e	D2hgdh	D330012F22Rik	D330022K07Rik	D330023K18Rik	D330028D13Rik	D330041H03Rik	D330045A20Rik	D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1a	Dynlt1b	Dynlt1c	Dynlt1f	Dynlt3	Dyrk1a	Dyrk1b	Dyrk2	Dyrk3	Dyrk4	Dysf	Dytn	Dyx1c1	Dzip1	Dzip1l	Dzip3	E030002O03Rik	E030003E18Rik	E030010A14Rik	E030011O05Rik	E030013I19Rik	E030018B13Rik	E030019B06Rik	E030019B13Rik	E030024N20Rik	E030025P04Rik	E030030I06Rik	E030044B06Rik	E130003G02Rik	E130006D01Rik	E130008D07Rik	E130012A19Rik	E130018N17Rik	E130102H24Rik	E130112N10Rik	E130114P18Rik	E130201H02Rik	E130203B14Rik	E130215H24Rik	E130218I03Rik	E130303B06Rik	E130304F04Rik	E130304I02Rik	E130306D19Rik	E130307A14Rik	E130308A19Rik	E130309D02Rik	E130309D14Rik	E130309F12Rik	E130310I04Rik	E130311K13Rik	E130317F20Rik	E230008N13Rik	E230016K23Rik	E230016M11Rik	E230019M04Rik	E230025N22Rik	E230029C05Rik	E2f1	E2f2	E2f3	E2f4	E2f5	E2f6	E2f7	E2f8	E330009D11	E330009J07Rik	E330011O21Rik	E330012B07Rik	E330013P04Rik	E330013P06	E330014E10Rik	E330016A19Rik	E330017A01Rik	E330017L17Rik	E330020D12Rik	E330021D16Rik	E330023G01	E330033B04Rik	E330033L03	E330034G19Rik	E430016F16Rik	E430018J23Rik	E430025E21Rik	E4f1	E530001F21Rik	E530011L22Rik	ERCC-00002	ERCC-00003	ERCC-00004	ERCC-00009	ERCC-00012	ERCC-00013	ERCC-00014	ERCC-00016	ERCC-00017	ERCC-00019	ERCC-00022	ERCC-00024	ERCC-00025	ERCC-00028	ERCC-00031	ERCC-00033	ERCC-00034	ERCC-00035	ERCC-00039	ERCC-00040	ERCC-00041	ERCC-00042	ERCC-00043	ERCC-00044	ERCC-00046	ERCC-00048	ERCC-00051	ERCC-00053	ERCC-00054	ERCC-00057	ERCC-00058	ERCC-00059	ERCC-00060	ERCC-00061	ERCC-00062	ERCC-00067	ERCC-00069	ERCC-00071	ERCC-00073	ERCC-00074	ERCC-00075	ERCC-00076	ERCC-00077	ERCC-00078	ERCC-00079	ERCC-00081	ERCC-00083	ERCC-00084	ERCC-00085	ERCC-00086	ERCC-00092	ERCC-00095	ERCC-00096	ERCC-00097	ERCC-00098	ERCC-00099	ERCC-00104	ERCC-00108	ERCC-00109	ERCC-00111	ERCC-00112	ERCC-00113	ERCC-00116	ERCC-00117	ERCC-00120	ERCC-00123	ERCC-00126	ERCC-00130	ERCC-00131	ERCC-00134	ERCC-00136	ERCC-00137	ERCC-00138	ERCC-00142	ERCC-00143	ERCC-00144	ERCC-00145	ERCC-00147	ERCC-00148	ERCC-00150	ERCC-00154	ERCC-00156	ERCC-00157	ERCC-00158	ERCC-00160	ERCC-00162	ERCC-00163	ERCC-00164	ERCC-00165	ERCC-00168	ERCC-00170	ERCC-00171	EU599041	Eaf1	Eaf2	Eapp	Ear1	Ear10	Ear11	Ear12	Ear14	Ear2	Ear3	Ear4	Ear5	Ear6	Ear7	Ears2	Ebag9	Ebf1	Ebf2	Ebf3	Ebf4	Ebi3	Ebna1bp2	Ebp	Ebpl	Ecd	Ece1	Ece2	Ecel1	Ech1	Echdc1	Echdc2	Echdc3	Echs1	Eci1	Eci2	Eci3	Ecm1	Ecm2	Ecscr	Ecsit	Ect2	Ect2l	Eda	Eda2r	Edar	Edaradd	Edc3	Edc4	Eddm3b	Edem1	Edem2	Edem3	Edf1	Edil3	Edn1	Edn2	Edn3	Ednra	Ednrb	Eea1	Eed	Eef1a1	Eef1a2	Eef1b2	Eef1d	Eef1e1	Eef1g	Eef2	Eef2k	Eefsec	Eepd1	Efcab1	Efcab10	Efcab2	Efcab3	Efcab4a	Efcab4b	Efcab5	Efcab6	Efcab7	Efcab8	Efcab9	Efemp1	Efemp2	Efha1	Efha2	Efhb	Efhc1	Efhc2	Efhd1	Efhd2	Efna1	Efna2	Efna3	Efna4	Efna5	Efnb1	Efnb2	Efnb3	Efr3a	Efr3b	Efs	Eftud1	Eftud2	Egf	Egfbp2	Egfem1	Egfl6	Egfl7	Egfl8	Egflam	Egfr	Egln1	Egln2	Egln3	Egr1	Egr2	Egr3	Egr4	Ehbp1	Ehbp1l1	Ehd1	Ehd2	Ehd3	Ehd4	Ehf	Ehhadh	Ehmt1	Ehmt2	Ei24	Eid1	Eid2	Eid2b	Eid3	Eif1	Eif1a	Eif1ad	Eif1ax	Eif1b	Eif2a	Eif2ak1	Eif2ak2	Eif2ak3	Eif2ak4	Eif2b1	Eif2b2	Eif2b3	Eif2b4	Eif2b5	Eif2c1	Eif2c2	Eif2c3	Eif2c4	Eif2d	Eif2s1	Eif2s2	Eif2s3x	Eif2s3y	Eif3a	Eif3b	Eif3c	Eif3d	Eif3e	Eif3f	Eif3g	Eif3h	Eif3i	Eif3j	Eif3k	Eif3l	Eif3m	Eif4a1	Eif4a2	Eif4a3	Eif4b	Eif4e	Eif4e1b	Eif4e2	Eif4e3	Eif4ebp1	Eif4ebp2	Eif4ebp3	Eif4enif1	Eif4g1	Eif4g2	Eif4g3	Eif4h	Eif5	Eif5a	Eif5a2	Eif5b	Eif6	Elac1	Elac2	Elane	Elavl1	Elavl2	Elavl3	Elavl4	Elf1	Elf2	Elf3	Elf4	Elf5	Elfn1	Elfn2	Elk1	Elk3	Elk4	Ell	Ell2	Ell3	Elmo1	Elmo2	Elmo3	Elmod1	Elmod2	Elmod3	Eln	Elof1	Elovl1	Elovl2	Elovl3	Elovl4	Elovl5	Elovl6	Elovl7	Elp2	Elp3	Elp4	Eltd1	Emb	Emcn	Emd	Eme1	Eme2	Emg1	Emid1	Emid2	Emilin1	Emilin2	Emilin3	Eml1	Eml2	Eml3	Eml4	Eml5	Eml6	Emp1	Emp2	Emp3	Emr1	Emr4	Emx1	Emx2	Emx2os	En1	En2	Enah	Enam	Enc1	Endod1	Endog	Endou	Eng	Engase	Enho	Enkur	Eno1	Eno2	Eno3	Eno4	Enoph1	Enox	Enox1	Enox2	Enpep	Enpp1	Enpp2	Enpp3	Enpp4	Enpp5	Enpp6	Enpp7	Ensa	Enthd1	Entpd1	Entpd2	Entpd3	Entpd4	Entpd5	Entpd6	Entpd7	Entpd8	Eny2	Eomes	Ep300	Ep400	Epas1	Epb4.1	Epb4.1l1	Epb4.1l2	Epb4.1l3	Epb4.1l4a	Epb4.1l4b	Epb4.1l5	Epb4.2	Epb4.9	Epc1	Epc2	Epcam	Epdr1	Epgn	Epha1	Epha10	Epha2	Epha3	Epha4	Epha5	Epha6	Epha7	Epha8	Ephb1	Ephb2	Ephb3	Ephb4	Ephb6	Ephx1	Ephx2	Ephx3	Ephx4	Epm2a	Epm2aip1	Epn1	Epn2	Epn3	Epo	Epor	Eppk1	Eprs	Eps15	Eps15l1	Eps8	Eps8l1	Eps8l2	Eps8l3	Epsti1	Ept1	Epx	Epyc	Eral1	Erap1	Eras	Erbb2	Erbb2ip	Erbb3	Erbb4	Erc1	Erc2	Ercc1	Ercc2	Ercc3	Ercc4	Ercc5	Ercc6	Ercc6l	Ercc8	Erdr1	Ereg	Erf	Erg	Ergic1	Ergic2	Ergic3	Erh	Eri1	Eri2	Eri3	Erich1	Erlec1	Erlin1	Erlin2	Ermap	Ermn	Ermp1	Ern1	Ern2	Ero1l	Ero1lb	Erp27	Erp29	Erp44	Errfi1	Erv3	Esam	Esco1	Esco2	Esd	Esf1	Esm1	Esp24	Esp3	Esp38	Espl1	Espn	Espnl	Esr1	Esr2	Esrp1	Esrp2	Esrra	Esrrb	Esrrg	Esx1	Esyt1	Esyt2	Esyt3	Etaa1	Etd	Etf1	Etfa	Etfb	Etfdh	Ethe1	Etl4	Etnk1	Etnk2	Etohd2	Etohi1	Ets1	Ets2	Etv1	Etv2	Etv3	Etv4	Etv5	Etv6	Evc	Evc2	Evi2a	Evi2b	Evi5	Evi5l	Evl	Evpl	Evx1	Evx2	Ewsr1	Exd1	Exd2	Exo1	Exoc1	Exoc2	Exoc3	Exoc3l	Exoc4	Exoc5	Exoc6	Exoc6b	Exoc7	Exoc8	Exog	Exosc1	Exosc10	Exosc2	Exosc3	Exosc4	Exosc5	Exosc6	Exosc7	Exosc8	Exosc9	Exph5	Expi	Ext1	Ext2	Extl1	Extl2	Extl3	Eya1	Eya2	Eya3	Eya4	Ezh1	Ezh2	Ezr	F10	F11	F11r	F12	F13a1	F13b	F2	F2r	F2rl1	F2rl2	F2rl3	F3	F420014N23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04	Gm7977	Gm805	Gm806	Gm8096	Gm813	Gm815	Gm8179	Gm8221	Gm8234	Gm826	Gm8267	Gm829	Gm8298	Gm8300	Gm833	Gm8348	Gm8369	Gm839	Gm8439	Gm8453	Gm853	Gm8579	Gm8580	Gm8615	Gm8633	Gm8660	Gm8677	Gm8693	Gm8709	Gm872	Gm8720	Gm8765	Gm8773	Gm8787	Gm88	Gm8801	Gm8817	Gm884	Gm885	Gm8882	Gm8883	Gm8884	Gm889	Gm8898	Gm8909	Gm8979	Gm8989	Gm8994	Gm9	Gm904	Gm9041	Gm9047	Gm9054	Gm906	Gm9079	Gm9112	Gm9125	Gm9159	Gm9199	Gm9268	Gm9320	Gm933	Gm9376	Gm94	Gm949	Gm9513	Gm9524	Gm9573	Gm960	Gm962	Gm9696	Gm97	Gm9705	Gm973	Gm9731	Gm9733	Gm9758	Gm9766	Gm9767	Gm9776	Gm9781	Gm98	Gm9833	Gm9839	Gm9846	Gm9855	Gm9866	Gm9871	Gm9895	Gm9897	Gm9899	Gm9920	Gm9926	Gm9958	Gm996	Gm9961	Gm9962	Gm9992	Gm9994	Gm9999	Gmcl1	Gmcl1l	Gmds	Gmeb1	Gmeb2	Gmfb	Gmfg	Gmip	Gml	Gmnn	Gmppa	Gmppb	Gmpr	Gmpr2	Gmps	Gna11	Gna12	Gna13	Gna14	Gna15	Gnai1	Gnai2	Gnai3	Gnal	Gnao1	Gnaq	Gnas	Gnat1	Gnat2	Gnat3	Gnaz	Gnb1	Gnb1l	Gnb2	Gnb2l1	Gnb3	Gnb4	Gnb5	Gne	Gng10	Gng11	Gng12	Gng13	Gng2	Gng3	Gng4	Gng5	Gng7	Gng8	Gngt1	Gngt2	Gnl1	Gnl2	Gnl3	Gnl3l	Gnmt	Gnpat	Gnpda1	Gnpda2	Gnpnat1	Gnptab	Gnptg	Gnrh1	Gnrhr	Gns	Golga1	Golga2	Golga3	Golga4	Golga5	Golga7	Golga7b	Golgb1	Golim4	Golm1	Golph3	Golph3l	Golt1a	Golt1b	Gon4l	Gopc	Gorab	Gorasp1	Gorasp2	Gosr1	Gosr2	Got1	Got1l1	Got2	Gp1ba	Gp1bb	Gp2	Gp49a	Gp5	Gp6	Gp9	Gpa33	Gpaa1	Gpam	Gpank1	Gpat2	Gpatch1	Gpatch2	Gpatch3	Gpatch4	Gpatch8	Gpbar1	Gpbp1	Gpbp1l1	Gpc1	Gpc2	Gpc3	Gpc4	Gpc5	Gpc6	Gpcpd1	Gpd1	Gpd1l	Gpd2	Gpha2	Gphb5	Gphn	Gpi1	Gpihbp1	Gpkow	Gpld1	Gpm6a	Gpm6b	Gpn1	Gpn2	Gpn3	Gpnmb	Gpr1	Gpr101	Gpr107	Gpr108	Gpr110	Gpr111	Gpr113	Gpr114	Gpr115	Gpr116	Gpr119	Gpr12	Gpr123	Gpr124	Gpr125	Gpr126	Gpr128	Gpr132	Gpr133	Gpr135	Gpr137	Gpr137b	Gpr137b-ps	Gpr137c	Gpr139	Gpr141	Gpr142	Gpr143	Gpr146	Gpr149	Gpr15	Gpr150	Gpr151	Gpr152	Gpr153	Gpr155	Gpr156	Gpr157	Gpr158	Gpr160	Gpr161	Gpr162	Gpr165	Gpr17	Gpr171	Gpr173	Gpr174	Gpr176	Gpr179	Gpr18	Gpr180	Gpr182	Gpr183	Gpr19	Gpr20	Gpr21	Gpr22	Gpr25	Gpr26	Gpr27	Gpr3	Gpr30	Gpr31c	Gpr33	Gpr34	Gpr35	Gpr37	Gpr37l1	Gpr39	Gpr4	Gpr44	Gpr45	Gpr50	Gpr52	Gpr55	Gpr56	Gpr6	Gpr61	Gpr62	Gpr63	Gpr64	Gpr65	Gpr68	Gpr75	Gpr77	Gpr81	Gpr82	Gpr83	Gpr84	Gpr85	Gpr87	Gpr88	Gpr89	Gpr97	Gpr98	Gprasp1	Gprasp2	Gprc5a	Gprc5b	Gprc5c	Gprc5d	Gprc6a	Gprin1	Gprin2	Gprin3	Gps1	Gps2	Gpsm1	Gpsm2	Gpsm3	Gpt	Gpt2	Gpx1	Gpx2	Gpx2-ps1	Gpx3	Gpx4	Gpx5	Gpx6	Gpx7	Gpx8	Gramd1a	Gramd1b	Gramd1c	Gramd2	Gramd3	Gramd4	Grap	Grap2	Grasp	Grb10	Grb14	Grb2	Grb7	Grcc10	Greb1	Greb1l	Grem1	Grem2	Grhl1	Grhl2	Grhl3	Grhpr	Gria1	Gria2	Gria3	Gria4	Grid1	Grid2	Grid2ip	Grifin	Grik1	Grik2	Grik3	Grik4	Grik5	Grin1	Grin2a	Grin2b	Grin2c	Grin2d	Grin3a	Grin3b	Grina	Grip1	Grip2	Gripap1	Grk1	Grk4	Grk5	Grk6	Grlf1	Grm1	Grm2	Grm3	Grm4	Grm5	Grm6	Grm7	Grm8	Grn	Grp	Grpel1	Grpel2	Grpr	Grrp1	Grsf1	Grtp1	Grwd1	Grxcr1	Grxcr2	Gsc	Gsc2	Gsdma	Gsdma2	Gsdma3	Gsdmc	Gsdmc2	Gsdmc3	Gsdmc4	Gsdmcl-ps	Gsdmcl1	Gsdmd	Gse1	Gsg1	Gsg1l	Gsg2	Gsk3a	Gsk3b	Gsn	Gspt1	Gspt2	Gsr	Gss	Gsta1	Gsta2	Gsta3	Gsta4	Gstcd	Gstk1	Gstm1	Gstm2	Gstm3	Gstm4	Gstm5	Gstm6	Gstm7	Gsto1	Gsto2	Gstp1	Gstp2	Gstt1	Gstt2	Gstt3	Gstt4	Gstz1	Gsx1	Gsx2	Gt(ROSA)26Sor	Gtdc1	Gtf2a1	Gtf2a1l	Gtf2a2	Gtf2b	Gtf2e1	Gtf2e2	Gtf2f1	Gtf2f2	Gtf2h1	Gtf2h2	Gtf2h3	Gtf2h4	Gtf2h5	Gtf2i	Gtf2ird1	Gtf2ird2	Gtf3a	Gtf3c1	Gtf3c2	Gtf3c3	Gtf3c4	Gtf3c5	Gtf3c6	Gtl3	Gtpbp1	Gtpbp10	Gtpbp2	Gtpbp3	Gtpbp4	Gtpbp5	Gtpbp6	Gtpbp8	Gtse1	Gtsf1	Gtsf1l	Guca1a	Guca1b	Guca2a	Guca2b	Gucy1a2	Gucy1a3	Gucy1b2	Gucy1b3	Gucy2c	Gucy2d	Gucy2e	Gucy2f	Gucy2g	Guf1	Guk1	Gulo	Gulp1	Gusb	Gvin1	Gxylt1	Gxylt2	Gyg	Gyk	Gykl1	Gyltl1b	Gypa	Gypc	Gys1	Gys2	Gzf1	Gzma	Gzmb	Gzmc	Gzmd	Gzme	Gzmf	Gzmg	Gzmk	Gzmm	Gzmn	H13	H19	H1f0	H1fnt	H1foo	H1fx	H2-Aa	H2-Ab1	H2-Bl	H2-D1	H2-DMa	H2-DMb1	H2-DMb2	H2-Ea-ps	H2-Eb1	H2-Eb2	H2-K1	H2-K2	H2-Ke2	H2-Ke6	H2-M1	H2-M10.1	H2-M10.2	H2-M10.3	H2-M10.4	H2-M10.5	H2-M10.6	H2-M11	H2-M2	H2-M3	H2-M5	H2-M9	H2-Oa	H2-Ob	H2-Q1	H2-Q10	H2-Q2	H2-Q4	H2-Q6	H2-Q7	H2-Q8	H2-Q9	H2-T10	H2-T22	H2-T23	H2-T24	H2-T3	H2-T9	H28	H2afb1	H2afj	H2afv	H2afx	H2afy	H2afy2	H2afy3	H2afz	H3f3a	H3f3b	H47	H60b	H60c	H6pd	Haao	Habp2	Habp4	Hace1	Hacl1	Hadh	Hadha	Hadhb	Hagh	Haghl	Hal	Hamp	Hamp2	Hand1	Hand2	Hao1	Hao2	Hap1	Hapln1	Hapln2	Hapln3	Hapln4	Harbi1	Hars	Hars2	Has1	Has2	Has2as	Has3	Hat1	Haus1	Haus2	Haus3	Haus4	Haus5	Haus6	Haus7	Haus8	Havcr1	Havcr2	Hax1	Hba-a1	Hba-a2	Hba-x	Hbb-b1	Hbb-b2	Hbb-bh1	Hbb-bh2	Hbb-y	Hbegf	Hbp1	Hbq1a	Hbq1b	Hbs1l	Hbxip	Hc	Hccs	Hcfc1	Hcfc1r1	Hcfc2	Hck	Hcls1	Hcn1	Hcn2	Hcn3	Hcn4	Hcrt	Hcrtr1	Hcrtr2	Hcst	Hdac1	Hdac10	Hdac11	Hdac2	Hdac3	Hdac4	Hdac5	Hdac6	Hdac7	Hdac8	Hdac9	Hdc	Hddc2	Hddc3	Hdgf	Hdgfl1	Hdgfrp2	Hdgfrp3	Hdhd1a	Hdhd2	Hdhd3	Hdlbp	Hdx	Heatr1	Heatr2	Heatr3	Heatr5a	Heatr5b	Heatr6	Heatr7a	Heatr7b1	Heatr7b2	Heatr8	Hebp1	Hebp2	Heca	Hectd1	Hectd2	Hectd3	Hecw1	Hecw2	Heg1	Helb	Hells	Helq	Helt	Helz	Hemgn	Hemk1	Hemt1	Hepacam	Hepacam2	Heph	Hephl1	Herc1	Herc2	Herc3	Herc4	Herc6	Herpud1	Herpud2	Hes1	Hes2	Hes3	Hes5	Hes6	Hes7	Hesx1	Hexa	Hexb	Hexdc	Hexim1	Hexim2	Hey1	Hey2	Heyl	Hfe	Hfe2	Hfm1	Hgd	Hgf	Hgfac	Hgs	Hgsnat	Hhat	Hhatl	Hhex	Hhip	Hhipl1	Hhipl2	Hhla1	Hiat1	Hiatl1	Hibadh	Hibch	Hic1	Hic2	Hif1a	Hif1an	Hif3a	Higd1a	Higd1b	Higd1c	Higd2a	Hilpda	Hils1	Hinfp	Hint1	Hint2	Hint3	Hip1	Hip1r	Hipk1	Hipk2	Hipk3	Hipk4	Hira	Hirip3	Hist1h1a	Hist1h1b	Hist1h1c	Hist1h1d	Hist1h1e	Hist1h1t	Hist1h2aa	Hist1h2ab	Hist1h2ac	Hist1h2ad	Hist1h2ae	Hist1h2af	Hist1h2ag	Hist1h2ah	Hist1h2ai	Hist1h2ak	Hist1h2an	Hist1h2ao	Hist1h2ap	Hist1h2ba	Hist1h2bb	Hist1h2bc	Hist1h2be	Hist1h2bf	Hist1h2bg	Hist1h2bh	Hist1h2bj	Hist1h2bk	Hist1h2bl	Hist1h2bm	Hist1h2bn	Hist1h2bp	Hist1h2bq	Hist1h2br	Hist1h3a	Hist1h3b	Hist1h3c	Hist1h3d	Hist1h3e	Hist1h3f	Hist1h3g	Hist1h3h	Hist1h3i	Hist1h4a	Hist1h4b	Hist1h4c	Hist1h4d	Hist1h4f	Hist1h4h	Hist1h4i	Hist1h4j	Hist1h4k	Hist1h4m	Hist1h4n	Hist2h2aa1	Hist2h2aa2	Hist2h2ab	Hist2h2ac	Hist2h2bb	Hist2h2be	Hist2h3b	Hist2h3c1	Hist2h3c2	Hist2h4	Hist3h2a	Hist3h2ba	Hist3h2bb-ps	Hist4h4	Hivep1	Hivep2	Hivep3	Hjurp	Hk1	Hk2	Hk3	Hkdc1	Hlcs	Hlf	Hltf	Hlx	Hmbox1	Hmbs	Hmcn1	Hmg20a	Hmg20b	Hmga1	Hmga1-rs1	Hmga2	Hmga2-ps1	Hmgb1	Hmgb1-rs17	Hmgb2	Hmgb3	Hmgb4	Hmgcl	Hmgcll1	Hmgcr	Hmgcs1	Hmgcs2	Hmgn1	Hmgn2	Hmgn3	Hmgn5	Hmgxb3	Hmgxb4	Hmha1	Hmmr	Hmox1	Hmox2	Hmx1	Hmx2	Hmx3	Hn1	Hn1l	Hnf1a	Hnf1b	Hnf4a	Hnf4g	Hnmt	Hnrnpa0	Hnrnpa1	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpc	Hnrnpd	Hnrnpf	Hnrnph1	Hnrnph2	Hnrnph3	Hnrnpk	Hnrnpl	Hnrnpm	Hnrnpr	Hnrnpu	Hnrnpul1	Hnrnpul2	Hnrpdl	Hnrpll	Hoga1	Homer1	Homer2	Homer3	Homez	Hook1	Hook2	Hook3	Hopx	Hormad1	Hormad2	Hotair	Hoxa1	Hoxa10	Hoxa11	Hoxa11as	Hoxa13	Hoxa2	Hoxa3	Hoxa4	Hoxa5	Hoxa6	Hoxa7	Hoxa9	Hoxb1	Hoxb13	Hoxb2	Hoxb3	Hoxb4	Hoxb5	Hoxb6	Hoxb7	Hoxb8	Hoxb9	Hoxc10	Hoxc11	Hoxc12	Hoxc13	Hoxc4	Hoxc5	Hoxc6	Hoxc8	Hoxc9	Hoxd1	Hoxd10	Hoxd11	Hoxd12	Hoxd13	Hoxd3	Hoxd4	Hoxd8	Hoxd9	Hp	Hp1bp3	Hpca	Hpcal1	Hpcal4	Hpd	Hpdl	Hpgd	Hpgds	Hpn	Hprt	Hps1	Hps3	Hps4	Hps5	Hps6	Hpse	Hpse2	Hpx	Hr	Hras1	Hrasls	Hrasls5	Hrc	Hrct1	Hrg	Hrh1	Hrh2	Hrh3	Hrh4	Hrk	Hrnr	Hrsp12	Hs1bp3	Hs2st1	Hs3st1	Hs3st2	Hs3st3a1	Hs3st3b1	Hs3st4	Hs3st5	Hs3st6	Hs6st1	Hs6st2	Hs6st3	Hsbp1	Hsbp1l1	Hscb	Hsd11b1	Hsd11b2	Hsd17b1	Hsd17b10	Hsd17b11	Hsd17b12	Hsd17b13	Hsd17b14	Hsd17b2	Hsd17b3	Hsd17b4	Hsd17b6	Hsd17b7	Hsd3b1	Hsd3b2	Hsd3b3	Hsd3b4	Hsd3b5	Hsd3b6	Hsd3b7	Hsdl1	Hsdl2	Hsf1	Hsf2	Hsf2bp	Hsf3	Hsf4	Hsf5	Hsfy2	Hsh2d	Hsp90aa1	Hsp90ab1	Hsp90b1	Hspa12a	Hspa12b	Hspa13	Hspa14	Hspa1a	Hspa1b	Hspa1l	Hspa2	Hspa4	Hspa4l	Hspa5	Hspa8	Hspa9	Hspb1	Hspb11	Hspb2	Hspb3	Hspb6	Hspb7	Hspb8	Hspb9	Hspbap1	Hspbp1	Hspd1	Hspe1	Hspg2	Hsph1	Htatip2	Htatsf1	Htr1a	Htr1b	Htr1d	Htr1f	Htr2a	Htr2b	Htr2c	Htr3a	Htr3b	Htr4	Htr5a	Htr5b	Htr6	Htr7	Htra1	Htra2	Htra3	Htra4	Htt	Hunk	Hus1	Hus1b	Huwe1	Hvcn1	Hyal1	Hyal2	Hyal3	Hyal4	Hyal5	Hyal6	Hydin	Hyi	Hyls1	Hyou1	I730028E13Rik	I730030J21Rik	I830012O16Rik	I830077J02Rik	Iah1	Iapp	Iars	Iars2	Ibsp	Ibtk	Ica1	Ica1l	Icam1	Icam2	Icam4	Icam5	Ick	Icmt	Icos	Icosl	Ict1	Id1	Id2	Id3	Id4	Ide	Idh1	Idh2	Idh3a	Idh3b	Idh3g	Idi1	Idi2	Ido1	Ido2	Ids	Idua	Ier2	Ier3	Ier3ip1	Ier5	Ier5l	Iffo1	Iffo2	Ifi202b	Ifi203	Ifi204	Ifi205	Ifi27l1	Ifi27l2a	Ifi27l2b	Ifi30	Ifi35	Ifi44	Ifi47	Ifih1	Ifit1	Ifit2	Ifit3	Ifitm1	Ifitm2	Ifitm3	Ifitm5	Ifitm6	Ifitm7	Ifltd1	Ifna1	Ifna11	Ifna12	Ifna13	Ifna14	Ifna2	Ifna4	Ifna5	Ifna6	Ifna7	Ifna9	Ifnab	Ifnar1	Ifnar2	Ifnb1	Ifne	Ifng	Ifngr1	Ifngr2	Ifnk	Ifnz	Ifrd1	Ifrd2	Ift122	Ift140	Ift172	Ift20	Ift27	Ift46	Ift52	Ift57	Ift74	Ift80	Ift81	Ift88	Igbp1	Igbp1b	Igdcc3	Igdcc4	Igf1	Igf1r	Igf2	Igf2as	Igf2bp1	Igf2bp2	Igf2bp3	Igf2r	Igfals	Igfbp1	Igfbp2	Igfbp3	Igfbp4	Igfbp5	Igfbp6	Igfbp7	Igfbpl1	Igfl3	Igfn1	Ighmbp2	Igj	Igll1	Iglon5	Igsf1	Igsf10	Igsf11	Igsf21	Igsf3	Igsf5	Igsf6	Igsf8	Igsf9	Igsf9b	Igtp	Ihh	Iigp1	Ik	Ikbip	Ikbkap	Ikbkb	Ikbke	Ikbkg	Ikzf1	Ikzf2	Ikzf3	Ikzf4	Ikzf5	Il10	Il10ra	Il10rb	Il11	Il11ra1	Il11ra2	Il12a	Il12b	Il12rb1	Il12rb2	Il13	Il13ra1	Il13ra2	Il15	Il15ra	Il16	Il17a	Il17b	Il17c	Il17d	Il17f	Il17ra	Il17rb	Il17rc	Il17rd	Il17re	Il18	Il18bp	Il18r1	Il18rap	Il19	Il1a	Il1b	Il1f10	Il1f5	Il1f6	Il1f8	Il1f9	Il1r1	Il1r2	Il1rap	Il1rapl1	Il1rapl2	Il1rl1	Il1rl2	Il1rn	Il2	Il20	Il20ra	Il20rb	Il21	Il21r	Il22	Il22ra1	Il22ra2	Il23a	Il23r	Il24	Il25	Il27	Il27ra	Il28a	Il28b	Il28ra	Il2ra	Il2rb	Il2rg	Il3	Il31	Il31ra	Il33	Il34	Il3ra	Il4	Il4i1	Il4ra	Il5	Il5ra	Il6	Il6ra	Il6st	Il7	Il7r	Il9	Il9r	Ildr1	Ildr2	Ilf2	Ilf3	Ilk	Ilkap	Iltifb	Ilvbl	Immp1l	Immp2l	Immt	Imp3	Imp4	Impa1	Impa2	Impact	Impad1	Impdh1	Impdh2	Impg1	Impg2	Ina	Inadl	Inca1	Incenp	Inf2	Ing1	Ing2	Ing3	Ing4	Ing5	Inha	Inhba	Inhbb	Inhbc	Inhbe	Inmt	Ino80	Ino80b	Ino80c	Ino80d	Ino80e	Inpp1	Inpp4a	Inpp4b	Inpp5a	Inpp5b	Inpp5d	Inpp5e	Inpp5f	Inpp5j	Inpp5k	Inppl1	Ins1	Ins2	Insc	Insig1	Insig2	Insl3	Insl5	Insl6	Insm1	Insm2	Insr	Insrr	Ints1	Ints10	Ints12	Ints2	Ints3	Ints4	Ints5	Ints6	Ints7	Ints8	Ints9	Intu	Invs	Ip6k1	Ip6k2	Ip6k3	Ipcef1	Ipmk	Ipo11	Ipo13	Ipo4	Ipo5	Ipo7	Ipo8	Ipo9	Ipp	Ippk	Ipw	Iqca	Iqcb1	Iqcc	Iqcd	Iqce	Iqcf1	Iqcf3	Iqcf4	Iqcf5	Iqcf6	Iqcg	Iqch	Iqcj	Iqcj-schip1	Iqck	Iqgap1	Iqgap2	Iqgap3	Iqsec1	Iqsec2	Iqsec3	Iqub	Irak1	Irak1bp1	Irak2	Irak3	Irak4	Ireb2	Irf1	Irf2	Irf2bp1	Irf2bp2	Irf3	Irf4	Irf5	Irf6	Irf7	Irf8	Irf9	Irg1	Irgc1	Irgm1	Irgm2	Irgq	Irs1	Irs2	Irs3	Irs4	Irx1	Irx2	Irx3	Irx4	Irx5	Irx6	Isca1	Isca2	Iscu	Isg15	Isg20	Isg20l2	Isl1	Isl2	Islr	Islr2	Ism1	Isoc1	Isoc2a	Isoc2b	Ispd	Isx	Isy1	Isyna1	Itch	Itfg1	Itfg2	Itfg3	Itga1	Itga10	Itga11	Itga2	Itga2b	Itga3	Itga4	Itga5	Itga6	Itga7	Itga8	Itga9	Itgad	Itgae	Itgal	Itgam	Itgav	Itgax	Itgb1	Itgb1bp1	Itgb1bp2	Itgb1bp3	Itgb2	Itgb2l	Itgb3	Itgb3bp	Itgb4	Itgb5	Itgb6	Itgb7	Itgb8	Itgbl1	Itih1	Itih2	Itih3	Itih4	Itih5	Itk	Itln1	Itm2a	Itm2b	Itm2c	Itpa	Itpk1	Itpka	Itpkb	Itpkc	Itpr1	Itpr2	Itpr3	Itprip	Itpripl1	Itpripl2	Itsn1	Itsn2	Ivd	Ivl	Ivns1abp	Iws1	Iyd	Izumo1	Izumo2	Izumo3	Izumo4	Jag1	Jag2	Jagn1	Jak1	Jak2	Jak3	Jakmip1	Jakmip2	Jakmip3	Jam2	Jam3	Jarid2	Jazf1	Jdp2	Jhdm1d	Jkamp	Jmjd1c	Jmjd4	Jmjd5	Jmjd6	Jmjd7	Jmjd8	Jmy	Josd1	Josd2	Jph1	Jph2	Jph3	Jph4	Jrk	Jrkl	Jsrp1	Jtb	Jub	Jun	Junb	Jund	Jup	Kalrn	Kank1	Kank2	Kank3	Kank4	Kap	Kars	Kat2a	Kat2b	Kat5	Katna1	Katnal1	Katnal2	Katnb1	Kazald1	Kazn	Kbtbd10	Kbtbd11	Kbtbd12	Kbtbd13	Kbtbd2	Kbtbd3	Kbtbd4	Kbtbd5	Kbtbd7	Kbtbd8	Kcmf1	Kcna1	Kcna10	Kcna2	Kcna3	Kcna4	Kcna5	Kcna6	Kcna7	Kcnab1	Kcnab2	Kcnab3	Kcnb1	Kcnb2	Kcnc1	Kcnc2	Kcnc3	Kcnc4	Kcnd1	Kcnd2	Kcnd3	Kcne1	Kcne1l	Kcne2	Kcne3	Kcne4	Kcnf1	Kcng1	Kcng2	Kcng3	Kcng4	Kcnh1	Kcnh2	Kcnh3	Kcnh4	Kcnh5	Kcnh6	Kcnh7	Kcnh8	Kcnip1	Kcnip2	Kcnip3	Kcnip4	Kcnj1	Kcnj10	Kcnj11	Kcnj12	Kcnj13	Kcnj14	Kcnj15	Kcnj16	Kcnj2	Kcnj3	Kcnj4	Kcnj5	Kcnj6	Kcnj8	Kcnj9	Kcnk1	Kcnk10	Kcnk12	Kcnk13	Kcnk15	Kcnk16	Kcnk18	Kcnk2	Kcnk3	Kcnk4	Kcnk5	Kcnk6	Kcnk7	Kcnk9	Kcnma1	Kcnmb1	Kcnmb2	Kcnmb3	Kcnmb4	Kcnn1	Kcnn2	Kcnn3	Kcnn4	Kcnq1	Kcnq1ot1	Kcnq2	Kcnq3	Kcnq4	Kcnq5	Kcnrg	Kcns1	Kcns2	Kcns3	Kcnt1	Kcnt2	Kcnu1	Kcnv1	Kcnv2	Kcp	Kctd1	Kctd10	Kctd11	Kctd12	Kctd12b	Kctd13	Kctd14	Kctd15	Kctd16	Kctd17	Kctd18	Kctd19	Kctd2	Kctd20	Kctd21	Kctd3	Kctd4	Kctd5	Kctd6	Kctd7	Kctd8	Kctd9	Kdelc1	Kdelc2	Kdelr1	Kdelr2	Kdelr3	Kdm1a	Kdm1b	Kdm2a	Kdm2b	Kdm3a	Kdm3b	Kdm4a	Kdm4b	Kdm4c	Kdm4d	Kdm5a	Kdm5b	Kdm5c	Kdm5d	Kdm6a	Kdm6b	Kdr	Kdsr	Keap1	Keg1	Kel	Kera	Khdc1a	Khdc1b	Khdc1c	Khdrbs1	Khdrbs2	Khdrbs3	Khk	Khnyn	Khsrp	Kidins220	Kif11	Kif12	Kif13a	Kif13b	Kif14	Kif15	Kif16b	Kif17	Kif18a	Kif18b	Kif19a	Kif1a	Kif1b	Kif1c	Kif20a	Kif20b	Kif21a	Kif21b	Kif22	Kif23	Kif24	Kif26a	Kif26b	Kif27	Kif2a	Kif2b	Kif2c	Kif3a	Kif3b	Kif3c	Kif4	Kif4-ps	Kif5a	Kif5b	Kif5c	Kif6	Kif7	Kif9	Kifap3	Kifc1	Kifc2	Kifc3	Kifc5b	Kin	Kir3dl1	Kir3dl2	Kirrel	Kirrel2	Kirrel3	Kis2	Kiss1	Kiss1r	Kit	Kitl	Kl	Klb	Klc1	Klc2	Klc3	Klc4	Klf1	Klf10	Klf11	Klf12	Klf13	Klf14	Klf15	Klf16	Klf17	Klf2	Klf3	Klf4	Klf5	Klf6	Klf7	Klf8	Klf9	Klhdc1	Klhdc10	Klhdc2	Klhdc3	Klhdc4	Klhdc5	Klhdc7a	Klhdc7b	Klhdc8a	Klhdc8b	Klhdc9	Klhl1	Klhl10	Klhl11	Klhl12	Klhl13	Klhl14	Klhl15	Klhl17	Klhl18	Klhl2	Klhl20	Klhl21	Klhl22	Klhl23	Klhl24	Klhl25	Klhl26	Klhl28	Klhl29	Klhl3	Klhl30	Klhl31	Klhl32	Klhl33	Klhl34	Klhl35	Klhl36	Klhl38	Klhl4	Klhl5	Klhl6	Klhl7	Klhl8	Klhl9	Klk1	Klk10	Klk11	Klk12	Klk13	Klk14	Klk15	Klk1b1	Klk1b11	Klk1b16	Klk1b21	Klk1b22	Klk1b24	Klk1b26	Klk1b27	Klk1b3	Klk1b4	Klk1b5	Klk1b7-ps	Klk1b8	Klk1b9	Klk4	Klk5	Klk6	Klk7	Klk8	Klk9	Klkb1	Klra1	Klra10	Klra12	Klra13-ps	Klra14	Klra15	Klra17	Klra18	Klra19	Klra2	Klra21	Klra22	Klra23	Klra3	Klra33	Klra4	Klra5	Klra6	Klra7	Klra8	Klra9	Klraq1	Klrb1a	Klrb1b	Klrb1c	Klrb1f	Klrc1	Klrc2	Klrc3	Klrd1	Klre1	Klrg1	Klrg2	Klri1	Klri2	Klrk1	Kmo	Kncn	Kndc1	Kng1	Kng2	Kntc1	Kpna1	Kpna2	Kpna3	Kpna4	Kpna6	Kpna7	Kpnb1	Kprp	Kptn	Kras	Krba1	Krcc1	Kremen1	Kremen2	Kri1	Krit1	Krr1	Krt1	Krt10	Krt12	Krt13	Krt14	Krt15	Krt16	Krt17	Krt18	Krt19	Krt2	Krt20	Krt222	Krt23	Krt24	Krt25	Krt26	Krt27	Krt28	Krt31	Krt32	Krt33a	Krt33b	Krt34	Krt35	Krt36	Krt39	Krt4	Krt40	Krt42	Krt5	Krt6a	Krt6b	Krt7	Krt71	Krt72-ps	Krt73	Krt74	Krt75	Krt76	Krt77	Krt78	Krt79	Krt8	Krt80	Krt81	Krt82	Krt83	Krt84	Krt85	Krt86	Krt9	Krtap1-3	Krtap1-4	Krtap1-5	Krtap10-10	Krtap10-4	Krtap11-1	Krtap12-1	Krtap13	Krtap13-1	Krtap14	Krtap15	Krtap16-1	Krtap16-10b	Krtap16-2	Krtap16-3	Krtap16-4	Krtap16-5	Krtap16-7	Krtap16-8	Krtap17-1	Krtap2-4	Krtap20-2	Krtap22-2	Krtap24-1	Krtap26-1	Krtap27-1	Krtap3-1	Krtap3-2	Krtap3-3	Krtap31-1	Krtap31-2	Krtap4-1	Krtap4-13	Krtap4-16	Krtap4-2	Krtap4-6	Krtap4-7	Krtap4-8	Krtap4-9	Krtap5-1	Krtap5-2	Krtap5-3	Krtap5-4	Krtap5-5	Krtap6-1	Krtap6-2	Krtap7-1	Krtap8-1	Krtap8-2	Krtap9-1	Krtap9-3	Krtap9-5	Krtcap2	Krtcap3	Krtdap	Ksr1	Ksr2	Kti12	Ktn1	Ky	Kynu	L1cam	L1td1	L2hgdh	L3mbtl1	L3mbtl2	L3mbtl3	L3mbtl4	LOC100038947	LOC100039574	LOC100039614	LOC100039753	LOC100039810	LOC100040022	LOC100040031	LOC100040160	LOC100040223	LOC100040786	LOC100040911	LOC100041014	LOC100041033	LOC100041223	LOC100041256	LOC100041346	LOC100041550	LOC100042428	LOC100043315	LOC100044193	LOC100048884	LOC100302567	LOC100502924	LOC100503280	LOC100503496	LOC100504608	LOC100504703	LOC100642166	LOC100859962	LOC100861570	LOC100861571	LOC100861572	LOC106740	LOC171588	LOC319574	LOC329427	LOC330599	LOC380994	LOC382133	LOC432562	LOC432958	LOC433047	LOC433374	LOC433944	LOC434205	LOC434412	LOC434825	LOC434960	LOC545261	LOC545691	LOC622070	LOC622124	LOC622167	LOC622552	LOC624759	LOC626049	LOC626082	LOC626410	LOC626693	LOC626904	LOC627800	LOC629206	LOC629393	LOC639910	LOC666331	Lace1	Lactb	Lactb2	Lactbl1	Lad1	Lag3	Lage3	Lair1	Lalba	Lama1	Lama2	Lama3	Lama4	Lama5	Lamb1	Lamb2	Lamb3	Lamc1	Lamc2	Lamc3	Lamp1	Lamp2	Lamp3	Lamtor2	Lamtor3	Lancl1	Lancl2	Lancl3	Lao1	Lap3	Laptm4a	Laptm4b	Laptm5	Large	Larp1	Larp1b	Larp4	Larp4b	Larp6	Larp7	Lars	Lars2	Las1l	Lasp1	Lass1	Lass2	Lass3	Lass4	Lass5	Lass6	Lat	Lat2	Lats1	Lats2	Lax1	Layn	Lbh	Lbp	Lbr	Lbx1	Lbx2	Lca5	Lca5l	Lcat	Lce1a1	Lce1a2	Lce1b	Lce1c	Lce1d	Lce1e	Lce1f	Lce1g	Lce1h	Lce1i	Lce1k	Lc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7a2	Mettl7a3	Mettl7b	Mettl8	Mettl9	Mex3a	Mex3b	Mex3c	Mex3d	Mfap1a	Mfap1b	Mfap2	Mfap3	Mfap3l	Mfap4	Mfap5	Mff	Mfge8	Mfhas1	Mfi2	Mfn1	Mfn2	Mfng	Mfrp	Mfsd1	Mfsd10	Mfsd11	Mfsd12	Mfsd2a	Mfsd2b	Mfsd3	Mfsd4	Mfsd5	Mfsd6	Mfsd6l	Mfsd7a	Mfsd7b	Mfsd7c	Mfsd8	Mfsd9	Mga	Mgam	Mgat1	Mgat2	Mgat3	Mgat4a	Mgat4b	Mgat4c	Mgat5	Mgat5b	Mgea5	Mgl2	Mgll	Mgmt	Mgp	Mgrn1	Mgst1	Mgst2	Mgst3	Mia1	Mia2	Mia3	Miat	Mib1	Mib2	Mical1	Mical2	Mical3	Micalcl	Micall1	Micall2	Micu1	Mid1	Mid1ip1	Mid2	Midn	Mier1	Mier2	Mier3	Mif	Mif4gd	Miip	Mill1	Mill2	Mina	Mink1	Minos1	Minpp1	Mios	Miox	Mip	Mipep	Mipol1	Mir100	Mir101a	Mir101b	Mir101c	Mir103-1	Mir103-2	Mir105	Mir106a	Mir106b	Mir107	Mir10a	Mir10b	Mir1186	Mir1186b	Mir1187	Mir1188	Mir1190	Mir1191	Mir1192	Mir1193	Mir1195	Mir1196	Mir1197	Mir1198	Mir1199	Mir1224	Mir122a	Mir1247	Mir1249	Mir124a-1	Mir124a-2	Mir124a-3	Mir1251	Mir125a	Mir125b-1	Mir125b-2	Mir126	Mir1264	Mir127	Mir128-1	Mir128-2	Mir129-1	Mir129-2	Mir1298	Mir1306	Mir130a	Mir130b	Mir132	Mir133a-1	Mir133a-2	Mir133b	Mir134	Mir135a-1	Mir135a-2	Mir135b	Mir136	Mir137	Mir138-1	Mir138-2	Mir139	Mir140	Mir141	Mir142	Mir143	Mir144	Mir145	Mir146	Mir146b	Mir147	Mir148a	Mir148b	Mir149	Mir150	Mir152	Mir153	Mir154	Mir155	Mir15a	Mir15b	Mir16-1	Mir16-2	Mir17	Mir17hg	Mir18	Mir181a-1	Mir181a-2	Mir181b-1	Mir181b-2	Mir181c	Mir181d	Mir182	Mir183	Mir1839	Mir184	Mir1843	Mir1843b	Mir185	Mir186	Mir187	Mir188	Mir1892	Mir1893	Mir1894	Mir1895	Mir1896	Mir1897	Mir1898	Mir1899	Mir18b	Mir190	Mir1900	Mir1901	Mir1902	Mir1903	Mir1904	Mir1905	Mir1906-1	Mir1906-2	Mir1907	Mir190b	Mir191	Mir1912	Mir192	Mir1928	Mir1929	Mir193	Mir1930	Mir1931	Mir1932	Mir1933	Mir1934	Mir1935	Mir1936	Mir1938	Mir193b	Mir194-1	Mir194-2	Mir1940	Mir1941	Mir1942	Mir1943	Mir1945	Mir1946a	Mir1946b	Mir1947	Mir1948	Mir1949	Mir195	Mir1950	Mir1951	Mir1952	Mir1953	Mir1954	Mir1955	Mir1956	Mir1957	Mir1958	Mir1960	Mir1961	Mir1962	Mir1963	Mir1964	Mir1965	Mir1966	Mir1967	Mir1968	Mir1969	Mir196a-1	Mir196a-2	Mir196b	Mir1970	Mir1971	Mir1981	Mir1982	Mir1983	Mir199a-1	Mir199a-2	Mir199b	Mir19a	Mir19b-1	Mir19b-2	Mir1a-1	Mir1a-2	Mir1b	Mir200a	Mir200b	Mir200c	Mir201	Mir202	Mir203	Mir204	Mir205	Mir206	Mir207	Mir208a	Mir208b	Mir20a	Mir20b	Mir21	Mir210	Mir211	Mir212	Mir2136	Mir2137	Mir214	Mir215	Mir216a	Mir216b	Mir217	Mir218-1	Mir218-2	Mir219-1	Mir219-2	Mir22	Mir221	Mir222	Mir223	Mir23a	Mir23b	Mir24-1	Mir24-2	Mir25	Mir26a-1	Mir26a-2	Mir26b	Mir27a	Mir27b	Mir28	Mir2861	Mir28b	Mir28c	Mir290	Mir291a	Mir291b	Mir292	Mir293	Mir294	Mir295	Mir296	Mir297-1	Mir297-2	Mir297a-3	Mir297a-4	Mir297b	Mir297c	Mir298	Mir299	Mir29a	Mir29b-1	Mir29b-2	Mir29c	Mir300	Mir301	Mir301b	Mir302a	Mir302b	Mir302c	Mir302d	Mir3057	Mir3058	Mir3059	Mir3060	Mir3061	Mir3062	Mir3063	Mir3064	Mir3065	Mir3066	Mir3067	Mir3068	Mir3069	Mir3070a	Mir3070b	Mir3071	Mir3072	Mir3073	Mir3074-1	Mir3074-2	Mir3075	Mir3076	Mir3077	Mir3078	Mir3079	Mir3081	Mir3083	Mir3085	Mir3086	Mir3087	Mir3088	Mir3089	Mir3091	Mir3092	Mir3093	Mir3094	Mir3095	Mir3096	Mir3096b	Mir3097	Mir3098	Mir3099	Mir30a	Mir30b	Mir30c-1	Mir30c-2	Mir30d	Mir30e	Mir31	Mir3100	Mir3101	Mir3102	Mir3103	Mir3104	Mir3106	Mir3107	Mir3108	Mir3109	Mir3110	Mir3112	Mir32	Mir320	Mir322	Mir323	Mir324	Mir325	Mir326	Mir328	Mir329	Mir33	Mir330	Mir331	Mir335	Mir337	Mir338	Mir339	Mir340	Mir341	Mir343	Mir344	Mir344-2	Mir344b	Mir344c	Mir344d-1	Mir344d-2	Mir344d-3	Mir344e	Mir344f	Mir344g	Mir345	Mir346	Mir3470a	Mir3470b	Mir3471-1	Mir3473	Mir3473c	Mir3473d	Mir3474	Mir3475	Mir34a	Mir34b	Mir34c	Mir350	Mir351	Mir3572	Mir362	Mir363	Mir365-1	Mir365-2	Mir367	Mir369	Mir370	Mir374	Mir374c	Mir375	Mir376a	Mir376b	Mir376c	Mir377	Mir378	Mir378b	Mir379	Mir380	Mir381	Mir382	Mir383	Mir384	Mir3960	Mir3962	Mir3963	Mir3964	Mir3965	Mir3966	Mir3967	Mir3968	Mir3969	Mir3970	Mir3971	Mir409	Mir410	Mir411	Mir412	Mir421	Mir423	Mir425	Mir429	Mir431	Mir432	Mir433	Mir434	Mir448	Mir449a	Mir449b	Mir449c	Mir450-1	Mir450-2	Mir450b	Mir451	Mir452	Mir453	Mir455	Mir463	Mir465	Mir465b-1	Mir465b-2	Mir465c-1	Mir465c-2	Mir466	Mir4660	Mir466b-2	Mir466b-3	Mir466d	Mir466f-1	Mir466f-2	Mir466f-3	Mir466g	Mir466h	Mir466i	Mir466n	Mir467a-1	Mir467a-10	Mir467a-2	Mir467a-3	Mir467a-4	Mir467a-5	Mir467a-6	Mir467a-7	Mir467a-8	Mir467a-9	Mir467b	Mir467c	Mir467d	Mir467e	Mir467f	Mir468	Mir470	Mir471	Mir483	Mir484	Mir485	Mir486	Mir487b	Mir488	Mir489	Mir490	Mir491	Mir493	Mir494	Mir495	Mir496	Mir497	Mir499	Mir500	Mir501	Mir503	Mir504	Mir5046	Mir505	Mir509	Mir5097	Mir5098	Mir5100	Mir5101	Mir5103	Mir5104	Mir5106	Mir5107	Mir5108	Mir5109	Mir511	Mir5111	Mir5112	Mir5113	Mir5114	Mir5115	Mir5116	Mir5117	Mir5119	Mir5120	Mir5121	Mir5122	Mir5123	Mir5124	Mir5125	Mir5126	Mir5127	Mir5128	Mir5129	Mir5130	Mir5131	Mir5132	Mir5133	Mir5134	Mir5135	Mir5136	Mir532	Mir539	Mir540	Mir541	Mir542	Mir543	Mir544	Mir546	Mir547	Mir551b	Mir568	Mir574	Mir582	Mir592	Mir598	Mir599	Mir615	Mir653	Mir654	Mir664	Mir665	Mir666	Mir667	Mir668	Mir669a-1	Mir669a-10	Mir669a-11	Mir669a-12	Mir669a-2	Mir669a-3	Mir669a-4	Mir669a-5	Mir669a-6	Mir669a-7	Mir669a-8	Mir669a-9	Mir669b	Mir669c	Mir669e	Mir669g	Mir669h	Mir669i	Mir669j	Mir669k	Mir669m-1	Mir669m-2	Mir669p-1	Mir669p-2	Mir670	Mir671	Mir672	Mir673	Mir674	Mir675	Mir676	Mir677	Mir678	Mir679	Mir680-2	Mir680-3	Mir681	Mir682	Mir683-1	Mir683-2	Mir684-1	Mir684-2	Mir686	Mir687	Mir688	Mir690	Mir691	Mir692-1	Mir693	Mir694	Mir695	Mir697	Mir698	Mir7-1	Mir7-2	Mir700	Mir701	Mir702	Mir703	Mir704	Mir705	Mir706	Mir707	Mir708	Mir709	Mir710	Mir711	Mir713	Mir717	Mir718	Mir719	Mir720	Mir721	Mir741	Mir742	Mir743	Mir743b	Mir744	Mir758	Mir759	Mir760	Mir761	Mir762	Mir764	Mir767	Mir770	Mir7b	Mir802	Mir804	Mir871	Mir872	Mir873	Mir874	Mir875	Mir876	Mir877	Mir878	Mir879	Mir880	Mir881	Mir882	Mir883a	Mir883b	Mir9-1	Mir9-2	Mir9-3	Mir92-1	Mir92-2	Mir92b	Mir93	Mir96	Mir98	Mir99a	Mir99b	Mira	Mirg	Mirlet7a-1	Mirlet7a-2	Mirlet7b	Mirlet7c-1	Mirlet7c-2	Mirlet7d	Mirlet7e	Mirlet7f-1	Mirlet7f-2	Mirlet7g	Mirlet7i	Mis12	Mis18bp1	Mitd1	Mitf	Mixl1	Mki67	Mki67ip	Mkks	Mkl1	Mkl2	Mkln1	Mknk1	Mknk2	Mkrn1	Mkrn2	Mkrn3	Mks1	Mkx	Mlana	Mlc1	Mlec	Mlf1	Mlf1ip	Mlf2	Mlh1	Mlh3	Mlkl	Mll1	Mll2	Mll3	Mll5	Mllt1	Mllt10	Mllt11	Mllt3	Mllt4	Mllt6	Mlph	Mlst8	Mlx	Mlxip	Mlxipl	Mlycd	Mmaa	Mmab	Mmachc	Mmadhc	Mmd	Mmd2	Mme	Mmel1	Mmgt1	Mmgt2	Mmp10	Mmp11	Mmp12	Mmp13	Mmp14	Mmp15	Mmp16	Mmp17	Mmp19	Mmp1a	Mmp1b	Mmp2	Mmp20	Mmp21	Mmp23	Mmp24	Mmp25	Mmp27	Mmp28	Mmp3	Mmp7	Mmp8	Mmp9	Mmrn1	Mmrn2	Mms19	Mms22l	Mn1	Mnat1	Mnd1	Mnda	Mndal	Mns1	Mnt	Mnx1	Moap1	Mob1a	Mob1b	Mob2	Mob3a	Mob3b	Mob3c	Mob4	Mobp	Mocos	Mocs1	Mocs2	Mocs3	Mog	Mogat1	Mogat2	Mogs	Mon1a	Mon1b	Mon2	Morc1	Morc2a	Morc2b	Morc3	Morc4	Morf4l1	Morf4l2	Morn1	Morn2	Morn3	Morn4	Morn5	Mos	Mosc1	Mosc2	Mospd1	Mospd2	Mospd3	Mospd4	Mov10	Mov10l1	Moxd1	Moxd2	Mpdu1	Mpdz	Mpeg1	Mpg	Mphosph10	Mphosph6	Mphosph8	Mphosph9	Mpi	Mpl	Mpnd	Mpo	Mpp1	Mpp2	Mpp3	Mpp4	Mpp5	Mpp6	Mpp7	Mppe1	Mpped1	Mpped2	Mprip	Mpst	Mpv17	Mpv17l	Mpv17l2	Mpz	Mpzl1	Mpzl2	Mpzl3	Mr1	Mrap	Mrap2	Mras	Mrc1	Mrc2	Mre11a	Mreg	Mrfap1	Mrgpra1	Mrgpra2a	Mrgpra2b	Mrgpra3	Mrgpra4	Mrgpra6	Mrgpra9	Mrgprb1	Mrgprb2	Mrgprb3	Mrgprb4	Mrgprb5	Mrgprb8	Mrgprd	Mrgpre	Mrgprf	Mrgprg	Mrgprh	Mrgprx1	Mrgprx2	Mri1	Mrm1	Mro	Mrp63	Mrpl1	Mrpl10	Mrpl11	Mrpl12	Mrpl13	Mrpl14	Mrpl15	Mrpl16	Mrpl17	Mrpl18	Mrpl19	Mrpl2	Mrpl20	Mrpl21	Mrpl22	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl3	Mrpl30	Mrpl32	Mrpl33	Mrpl34	Mrpl35	Mrpl36	Mrpl37	Mrpl38	Mrpl39	Mrpl4	Mrpl40	Mrpl41	Mrpl42	Mrpl43	Mrpl44	Mrpl45	Mrpl46	Mrpl47	Mrpl48	Mrpl49	Mrpl50	Mrpl51	Mrpl52	Mrpl53	Mrpl54	Mrpl55	Mrpl9	Mrps10	Mrps11	Mrps12	Mrps14	Mrps15	Mrps16	Mrps17	Mrps18a	Mrps18b	Mrps18c	Mrps2	Mrps21	Mrps22	Mrps23	Mrps24	Mrps25	Mrps26	Mrps27	Mrps28	Mrps30	Mrps31	Mrps33	Mrps34	Mrps35	Mrps36	Mrps5	Mrps6	Mrps7	Mrps9	Mrrf	Mrs2	Mrto4	Mrvi1	Ms4a1	Ms4a10	Ms4a13	Ms4a15	Ms4a18	Ms4a2	Ms4a3	Ms4a4b	Ms4a4c	Ms4a4d	Ms4a5	Ms4a6b	Ms4a6c	Ms4a6d	Ms4a7	Ms4a8a	Msc	Msgn1	Msh2	Msh3	Msh4	Msh5	Msh6	Msi1	Msi2	Msl1	Msl2	Msl3	Msl3l2	Msln	Mslnl	Msmb	Msmp	Msn	Msr1	Msra	Msrb2	Msrb3	Mst1	Mst1r	Mstn	Msto1	Msx1	Msx1as	Msx2	Msx3	Mt1	Mt2	Mt3	Mt4	Mta1	Mta2	Mta3	Mtag2	Mtap	Mtap1a	Mtap1b	Mtap1s	Mtap2	Mtap4	Mtap6	Mtap7	Mtap7d1	Mtap7d2	Mtap7d3	Mtap9	Mtbp	Mtch1	Mtch2	Mtcp1	Mtdh	Mterf	Mterfd1	Mterfd2	Mterfd3	Mtf1	Mtf2	Mtfmt	Mtfp1	Mtfr1	Mtg1	Mthfd1	Mthfd1l	Mthfd2	Mthfd2l	Mthfr	Mthfs	Mthfsd	Mtif2	Mtif3	Mtl5	Mtm1	Mtmr1	Mtmr10	Mtmr11	Mtmr12	Mtmr14	Mtmr2	Mtmr3	Mtmr4	Mtmr6	Mtmr7	Mtmr9	Mtnr1a	Mtnr1b	Mto1	Mtor	Mtpap	Mtpn	Mtr	Mtrf1	Mtrf1l	Mtrr	Mtss1	Mtss1l	Mttp	Mtus1	Mtus2	Mtx1	Mtx2	Mtx3	Muc1	Muc13	Muc15	Muc19	Muc20	Muc4	Muc5ac	Muc5b	Muc6	Mucl1	Mudeng	Mug-ps1	Mug1	Mug2	Mul1	Mum1	Mum1l1	Mup1	Mup10	Mup11	Mup12	Mup13	Mup14	Mup15	Mup16	Mup17	Mup19	Mup2	Mup20	Mup21	Mup3	Mup4	Mup5	Mup6	Mup7	Mup8	Mup9	Murc	Mus81	Musk	Mustn1	Mut	Muted	Mutyh	Mvd	Mvk	Mvp	Mx1	Mx2	Mxd1	Mxd3	Mxd4	Mxi1	Mxra7	Mxra8	Myadm	Myadml2	Myb	Mybbp1a	Mybl1	Mybl2	Mybpc1	Mybpc2	Mybpc3	Mybph	Mybphl	Myc	Mycbp	Mycbp2	Mycbpap	Mycl1	Mycn	Mycs	Myct1	Myd88	Myef2	Myeov2	Myf5	Myf6	Myg1	Myh1	Myh10	Myh11	Myh13	Myh14	Myh15	Myh2	Myh3	Myh4	Myh6	Myh7	Myh7b	Myh8	Myh9	Myl1	Myl10	Myl12a	Myl12b	Myl2	Myl3	Myl4	Myl6	Myl6b	Myl7	Myl9	Mylip	Mylk	Mylk2	Mylk3	Mylk4	Mylpf	Mynn	Myo10	Myo15	Myo16	Myo18a	Myo18b	Myo19	Myo1a	Myo1b	Myo1c	Myo1d	Myo1e	Myo1f	Myo1g	Myo1h	Myo3a	Myo3b	Myo5a	Myo5b	Myo5c	Myo6	Myo7a	Myo7b	Myo9a	Myo9b	Myoc	Myocd	Myod1	Myof	Myog	Myom1	Myom2	Myom3	Myot	Myoz1	Myoz2	Myoz3	Mypn	Mypop	Myrip	Mysm1	Myst1	Myst2	Myst3	Myst4	Myt1	Myt1l	Myzap	Mzf1	Mzt1	Mzt2	N28178	N4bp1	N4bp2	N4bp2l1	N4bp2l2	N4bp3	N6amt1	N6amt2	Naa10	Naa11	Naa15	Naa16	Naa20	Naa25	Naa30	Naa35	Naa38	Naa40	Naa50	Naaa	Naalad2	Naaladl1	Nab1	Nab2	Naca	Nacad	Nacc1	Nacc2	Nadk	Nadsyn1	Nae1	Naf1	Naga	Nagk	Naglu	Nagpa	Nags	Naif1	Naip1	Naip2	Naip5	Naip6	Naip7	Nalcn	Nampt	Nanog	Nanos1	Nanos2	Nanos3	Nanp	Nans	Nap1l1	Nap1l2	Nap1l3	Nap1l4	Nap1l5	Napa	Napb	Napepld	Napg	Naprt1	Napsa	Narf	Narfl	Narg2	Nars	Nars2	Nasp	Nat1	Nat10	Nat14	Nat15	Nat2	Nat3	Nat6	Nat8	Nat8l	Nat9	Nav1	Nav2	Nav3	Nbas	Nbea	Nbeal1	Nbeal2	Nbl1	Nbn	Nbr1	Ncald	Ncam1	Ncam2	Ncan	Ncapd2	Ncapd3	Ncapg	Ncapg2	Ncaph	Ncaph2	Ncbp1	Ncbp2	Nccrp1	Ncdn	Nceh1	Ncf1	Ncf2	Ncf4	Nck1	Nck2	Nckap1	Nckap1l	Nckap5	Nckap5l	Nckipsd	Ncl	Ncln	Ncoa1	Ncoa2	Ncoa3	Ncoa4	Ncoa5	Ncoa6	Ncoa7	Ncor1	Ncor2	Ncr1	Ncrna00085	Ncrna00086	Ncs1	Ncstn	Nctc1	Ndc80	Nde1	Ndel1	Ndfip1	Ndfip2	Ndn	Ndnl2	Ndor1	Ndp	Ndrg1	Ndrg2	Ndrg3	Ndrg4	Ndst1	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r1155	Olfr1156	Olfr1157	Olfr1158	Olfr116	Olfr1160	Olfr1161	Olfr1162	Olfr1163	Olfr1164	Olfr1166	Olfr1167	Olfr1168	Olfr117	Olfr1170	Olfr1173	Olfr1176	Olfr1178	Olfr1179	Olfr118	Olfr1180	Olfr1181	Olfr1182	Olfr1183	Olfr1184	Olfr1186	Olfr1188	Olfr1189	Olfr119	Olfr1193	Olfr1195	Olfr1196	Olfr1197	Olfr1198	Olfr1199	Olfr12	Olfr120	Olfr1200	Olfr1201	Olfr1202	Olfr1204	Olfr1205	Olfr1206	Olfr1208	Olfr1209	Olfr121	Olfr1211	Olfr1212	Olfr1213	Olfr1214	Olfr1215	Olfr1216	Olfr1217	Olfr1218	Olfr1219	Olfr122	Olfr1220	Olfr1221	Olfr1222	Olfr1223	Olfr1225	Olfr1226	Olfr1228	Olfr1229	Olfr123	Olfr1230	Olfr1231	Olfr1232	Olfr1233	Olfr1234	Olfr1238	Olfr1239	Olfr124	Olfr1240	Olfr1241	Olfr1242	Olfr1243	Olfr1245	Olfr1246	Olfr1247	Olfr1248	Olfr1249	Olfr125	Olfr1250	Olfr1251	Olfr1252	Olfr1253	Olfr1254	Olfr1255	Olfr1256	Olfr1257	Olfr1258	Olfr1259	Olfr126	Olfr1260	Olfr1261	Olfr1262	Olfr1263	Olfr1264	Olfr1265	Olfr1269	Olfr127	Olfr1270	Olfr1271	Olfr1272	Olfr1273-ps	Olfr1274-ps	Olfr1275	Olfr1276	Olfr1277	Olfr1278	Olfr1279	Olfr128	Olfr1280	Olfr1281	Olfr1282	Olfr1283	Olfr1284	Olfr1286	Olfr1287	Olfr1288	Olfr1289	Olfr129	Olfr1290	Olfr1294	Olfr1295	Olfr1297	Olfr1298	Olfr1299	Olfr13	Olfr130	Olfr1300-ps1	Olfr1301	Olfr1302	Olfr1303	Olfr1305	Olfr1306	Olfr1307	Olfr1308	Olfr1309	Olfr131	Olfr1310	Olfr1311	Olfr1312	Olfr1313	Olfr1314	Olfr1316	Olfr1317	Olfr1318	Olfr132	Olfr1320	Olfr1321	Olfr1322	Olfr1323	Olfr1324	Olfr1325	Olfr1328	Olfr1329	Olfr133	Olfr1330	Olfr1331	Olfr1333	Olfr1335	Olfr1336	Olfr1337	Olfr1338	Olfr1339	Olfr134	Olfr1340	Olfr1341	Olfr1342	Olfr1344	Olfr1346	Olfr1347	Olfr1348	Olfr1349	Olfr135	Olfr1350	Olfr1351	Olfr1352	Olfr1353	Olfr1354	Olfr1355	Olfr1356	Olfr1357	Olfr1359	Olfr136	Olfr1360	Olfr1361	Olfr1362	Olfr1364	Olfr1366	Olfr1367	Olfr1368	Olfr137	Olfr1370	Olfr1371	Olfr1372-ps1	Olfr1373	Olfr1377	Olfr1378	Olfr138	Olfr1380	Olfr1381	Olfr1382	Olfr1383	Olfr1384	Olfr1385	Olfr1386	Olfr1387	Olfr1388	Olfr1389	Olfr139	Olfr1390	Olfr1391	Olfr1392	Olfr1393	Olfr1394	Olfr1395	Olfr1396	Olfr140	Olfr1402	Olfr1404	Olfr1406	Olfr1408	Olfr141	Olfr1410	Olfr1411	Olfr1412	Olfr1413	Olfr1414	Olfr1415	Olfr1416	Olfr1417	Olfr1418	Olfr1419	Olfr142	Olfr1420	Olfr1423	Olfr1424	Olfr1425	Olfr1426	Olfr1427	Olfr1428	Olfr143	Olfr1431	Olfr1433	Olfr1434	Olfr1436	Olfr1437	Olfr1440	Olfr1441	Olfr1442	Olfr1443	Olfr1444	Olfr1445	Olfr1446	Olfr1447	Olfr1448	Olfr1449	Olfr145	Olfr1450	Olfr1451	Olfr1453	Olfr1454	Olfr1457	Olfr1459	Olfr146	Olfr1461	Olfr1462	Olfr1463	Olfr1465	Olfr1466	Olfr1467	Olfr1469	Olfr147	Olfr1471	Olfr1472	Olfr1474	Olfr1475	Olfr1477	Olfr148	Olfr1480	Olfr1484	Olfr1487	Olfr1489	Olfr149	Olfr1490	Olfr1491	Olfr1494	Olfr1495	Olfr1496	Olfr1497	Olfr1499	Olfr15	Olfr150	Olfr1500	Olfr1501	Olfr1502	Olfr1504	Olfr1505	Olfr1506	Olfr1507	Olfr1508	Olfr1509	Olfr151	Olfr1510	Olfr1511	Olfr1512	Olfr1513	Olfr152	Olfr153	Olfr1532-ps1	Olfr1535	Olfr1537-ps1	Olfr154	Olfr155	Olfr156	Olfr157	Olfr159	Olfr16	Olfr160	Olfr161	Olfr164	Olfr165	Olfr166	Olfr167	Olfr168	Olfr169	Olfr17	Olfr170	Olfr171	Olfr172	Olfr173	Olfr175-ps1	Olfr176	Olfr177	Olfr178	Olfr179	Olfr18	Olfr180	Olfr181	Olfr183	Olfr186	Olfr187	Olfr19	Olfr190	Olfr191	Olfr192	Olfr193	Olfr194	Olfr195	Olfr196	Olfr197	Olfr198	Olfr199	Olfr2	Olfr20	Olfr201	Olfr202	Olfr203	Olfr204	Olfr205	Olfr206	Olfr207	Olfr208	Olfr209	Olfr211	Olfr212	Olfr213	Olfr214	Olfr215	Olfr218	Olfr220	Olfr221	Olfr222	Olfr223	Olfr224	Olfr225	Olfr228	Olfr229	Olfr23	Olfr230-ps1	Olfr231	Olfr235	Olfr237-ps1	Olfr239	Olfr24	Olfr242	Olfr243	Olfr247	Olfr248	Olfr25	Olfr250	Olfr251	Olfr257	Olfr259	Olfr26	Olfr262	Olfr263	Olfr266	Olfr267	Olfr27	Olfr270	Olfr272	Olfr273	Olfr275	Olfr279	Olfr281	Olfr282	Olfr283	Olfr284	Olfr285	Olfr286	Olfr287	Olfr288	Olfr29-ps1	Olfr290	Olfr291	Olfr292	Olfr293	Olfr294	Olfr295	Olfr297	Olfr298	Olfr299	Olfr3	Olfr30	Olfr301	Olfr303	Olfr304	Olfr305	Olfr307	Olfr308	Olfr309	Olfr31	Olfr310	Olfr311	Olfr312	Olfr313	Olfr314	Olfr315	Olfr316	Olfr317	Olfr318	Olfr319	Olfr32	Olfr320	Olfr323	Olfr324	Olfr325	Olfr328	Olfr329-ps	Olfr33	Olfr330	Olfr331	Olfr332	Olfr338	Olfr339	Olfr340	Olfr341	Olfr342	Olfr344	Olfr345	Olfr346	Olfr347	Olfr348	Olfr350	Olfr351	Olfr352	Olfr353	Olfr354	Olfr355	Olfr356	Olfr357	Olfr358	Olfr360	Olfr361	Olfr362	Olfr365	Olfr366	Olfr367-ps	Olfr368	Olfr370	Olfr371	Olfr372	Olfr373	Olfr374	Olfr376	Olfr378	Olfr38	Olfr380	Olfr381	Olfr382	Olfr384	Olfr385	Olfr389	Olfr39	Olfr390	Olfr391-ps	Olfr392	Olfr393	Olfr394	Olfr395	Olfr397	Olfr398	Olfr399	Olfr401	Olfr402	Olfr403	Olfr406-ps	Olfr410	Olfr411	Olfr412	Olfr414	Olfr417	Olfr418-ps1	Olfr419	Olfr420	Olfr421-ps1	Olfr424	Olfr426	Olfr427	Olfr429	Olfr43	Olfr430	Olfr432	Olfr433	Olfr434	Olfr435	Olfr437	Olfr44	Olfr441	Olfr444	Olfr446	Olfr447	Olfr448	Olfr449	Olfr45	Olfr450	Olfr452	Olfr453	Olfr455	Olfr456	Olfr457	Olfr458	Olfr459	Olfr46	Olfr460	Olfr461	Olfr462	Olfr463	Olfr464	Olfr466	Olfr467	Olfr469	Olfr47	Olfr470	Olfr472	Olfr473	Olfr474	Olfr476	Olfr477	Olfr478	Olfr479	Olfr48	Olfr480	Olfr481	Olfr482	Olfr483	Olfr484	Olfr485	Olfr486	Olfr487	Olfr488	Olfr49	Olfr490	Olfr491	Olfr492	Olfr493	Olfr494	Olfr495	Olfr497	Olfr498	Olfr5	Olfr50	Olfr502	Olfr503	Olfr504	Olfr506	Olfr507	Olfr508	Olfr509	Olfr51	Olfr510	Olfr512	Olfr513	Olfr514	Olfr516	Olfr517	Olfr518	Olfr519	Olfr52	Olfr520	Olfr521	Olfr522	Olfr523	Olfr524	Olfr525	Olfr527	Olfr53	Olfr530	Olfr531	Olfr532	Olfr533	Olfr535	Olfr536	Olfr538	Olfr539	Olfr54	Olfr541	Olfr543	Olfr544	Olfr545	Olfr547	Olfr549	Olfr55	Olfr550	Olfr551	Olfr552	Olfr553	Olfr554	Olfr555	Olfr556	Olfr557	Olfr558	Olfr559	Olfr56	Olfr560	Olfr561	Olfr564	Olfr566	Olfr568	Olfr569	Olfr57	Olfr570	Olfr571	Olfr572	Olfr574	Olfr575	Olfr576	Olfr577	Olfr578	Olfr58	Olfr582	Olfr583	Olfr584	Olfr585	Olfr586	Olfr589	Olfr59	Olfr591	Olfr592	Olfr593	Olfr594	Olfr596	Olfr597	Olfr598	Olfr599	Olfr6	Olfr60	Olfr600	Olfr601	Olfr603	Olfr605	Olfr606	Olfr608	Olfr609	Olfr61	Olfr610	Olfr611	Olfr612	Olfr613	Olfr615	Olfr616	Olfr617	Olfr618	Olfr619	Olfr62	Olfr620	Olfr622	Olfr623	Olfr624	Olfr628	Olfr629	Olfr63	Olfr630	Olfr631	Olfr632	Olfr633	Olfr635	Olfr638	Olfr639	Olfr64	Olfr640	Olfr641	Olfr642	Olfr643	Olfr644	Olfr645	Olfr646	Olfr648	Olfr649	Olfr65	Olfr651	Olfr652	Olfr653	Olfr654	Olfr655	Olfr656	Olfr657	Olfr658	Olfr659	Olfr66	Olfr661	Olfr663	Olfr665	Olfr666	Olfr667	Olfr668	Olfr669	Olfr67	Olfr670	Olfr671	Olfr672	Olfr675	Olfr676	Olfr677	Olfr678	Olfr679	Olfr68	Olfr681	Olfr683	Olfr684	Olfr685	Olfr686	Olfr688	Olfr689	Olfr69	Olfr690	Olfr691	Olfr692	Olfr693	Olfr694	Olfr695	Olfr697	Olfr698	Olfr699	Olfr70	Olfr700	Olfr701	Olfr702	Olfr703	Olfr704	Olfr705	Olfr706	Olfr707	Olfr71	Olfr710	Olfr711	Olfr713	Olfr714	Olfr715	Olfr716	Olfr720	Olfr722	Olfr723	Olfr724	Olfr725	Olfr726	Olfr727	Olfr728	Olfr729	Olfr73	Olfr730	Olfr731	Olfr732	Olfr733	Olfr734	Olfr735	Olfr736	Olfr738	Olfr739	Olfr74	Olfr740	Olfr741	Olfr742	Olfr743	Olfr744	Olfr745	Olfr746	Olfr747	Olfr748	Olfr749	Olfr75-ps1	Olfr750	Olfr76	Olfr761	Olfr763	Olfr765	Olfr767	Olfr768	Olfr769	Olfr77	Olfr770	Olfr771	Olfr772	Olfr773	Olfr774	Olfr775	Olfr776	Olfr777	Olfr78	Olfr780	Olfr781	Olfr782	Olfr784	Olfr786	Olfr787	Olfr788	Olfr790	Olfr791	Olfr792	Olfr794	Olfr796	Olfr798	Olfr799	Olfr8	Olfr800	Olfr801	Olfr802	Olfr803	Olfr804	Olfr805	Olfr806	Olfr807	Olfr808	Olfr809	Olfr810	Olfr811	Olfr812	Olfr813	Olfr814	Olfr815	Olfr816	Olfr818	Olfr819	Olfr820	Olfr821	Olfr822	Olfr823	Olfr824	Olfr825	Olfr826	Olfr827	Olfr828	Olfr829	Olfr830	Olfr832	Olfr834	Olfr835	Olfr836	Olfr837	Olfr843	Olfr845	Olfr846	Olfr847	Olfr849	Olfr850	Olfr851	Olfr853	Olfr854	Olfr855	Olfr856-ps1	Olfr857	Olfr859	Olfr860	Olfr862	Olfr866	Olfr867	Olfr868	Olfr869	Olfr870	Olfr871	Olfr872	Olfr873	Olfr874	Olfr875	Olfr876	Olfr877	Olfr878	Olfr881	Olfr883	Olfr884	Olfr885	Olfr887	Olfr888	Olfr889	Olfr890	Olfr891	Olfr893	Olfr894	Olfr895	Olfr898	Olfr899	Olfr9	Olfr90	Olfr900	Olfr901	Olfr902	Olfr904	Olfr905	Olfr906	Olfr907	Olfr908	Olfr91	Olfr910	Olfr911-ps1	Olfr912	Olfr913	Olfr914	Olfr915	Olfr916	Olfr917	Olfr918	Olfr919	Olfr92	Olfr920	Olfr921	Olfr922	Olfr923	Olfr924	Olfr926	Olfr93	Olfr930	Olfr933	Olfr934	Olfr935	Olfr936	Olfr937	Olfr938	Olfr94	Olfr943	Olfr944	Olfr945	Olfr947-ps1	Olfr948	Olfr95	Olfr951	Olfr952	Olfr954	Olfr955	Olfr957	Olfr958	Olfr959	Olfr96	Olfr960	Olfr961	Olfr963	Olfr965	Olfr967	Olfr968	Olfr969	Olfr97	Olfr970	Olfr971	Olfr972	Olfr974	Olfr975	Olfr976	Olfr978	Olfr979	Olfr98	Olfr980	Olfr981	Olfr982	Olfr983	Olfr984	Olfr985	Olfr986	Olfr987	Olfr988	Olfr99	Olfr992	Olfr993	Olfr994	Olfr995	Olfr996	Olfr998	Olig1	Olig2	Olig3	Olr1	Oma1	Omd	Omg	Omp	Omt2a	Omt2b	Onecut1	Onecut2	Onecut3	Ooep	Oog1	Oog2	Oog3	Oog4	Oosp1	Opa1	Opa3	Opalin	Opcml	Ophn1	Oplah	Opn1mw	Opn1sw	Opn3	Opn4	Opn5	Oprd1	Oprk1	Oprl1	Oprm1	Optc	Optn	Orai1	Orai2	Orai3	Oraov1	Orc1	Orc2	Orc3	Orc4	Orc5	Orc6	Orm1	Orm2	Orm3	Ormdl1	Ormdl2	Ormdl3	Os9	Osbp	Osbp2	Osbpl10	Osbpl11	Osbpl1a	Osbpl2	Osbpl3	Osbpl5	Osbpl6	Osbpl7	Osbpl8	Osbpl9	Oscar	Oscp1	Osgep	Osgepl1	Osgin1	Osgin2	Osm	Osmr	Osr1	Osr2	Ost4	Osta	Ostb	Ostc	Ostf1	Ostm1	Ostn	Otc	Otoa	Otof	Otog	Otogl	Otol1	Otop1	Otop2	Otop3	Otor	Otos	Otp	Ott	Otub1	Otub2	Otud1	Otud3	Otud4	Otud5	Otud6a	Otud6b	Otud7a	Otud7b	Otx1	Otx2	Otx2os1	Ovca2	Ovch2	Ovgp1	Ovol1	Ovol2	Oxa1l	Oxct1	Oxct2a	Oxct2b	Oxgr1	Oxnad1	Oxr1	Oxsm	Oxsr1	Oxt	Oxtr	P2rx1	P2rx2	P2rx3	P2rx4	P2rx5	P2rx6	P2rx7	P2ry1	P2ry10	P2ry12	P2ry13	P2ry14	P2ry2	P2ry4	P2ry6	P4ha1	P4ha2	P4ha3	P4hb	P4htm	Pa2g4	Pabpc1	Pabpc1l	Pabpc2	Pabpc4	Pabpc4l	Pabpc5	Pabpc6	Pabpn1	Pabpn1l	Pacrg	Pacrgl	Pacs1	Pacs2	Pacsin1	Pacsin2	Pacsin3	Padi1	Padi2	Padi3	Padi4	Padi6	Paf1	Pafah1b1	Pafah1b2	Pafah1b3	Pafah2	Pag1	Pah	Paics	Paip1	Paip2	Paip2b	Pak1	Pak1ip1	Pak2	Pak3	Pak4	Pak6	Pak7	Palb2	Palld	Palm	Palm2	Palm3	Palmd	Pam	Pam16	Pamr1	Pan2	Pan3	Pank1	Pank2	Pank3	Pank4	Panx1	Panx2	Panx3	Paox	Papd4	Papd5	Papd7	Papln	Papola	Papolb	Papolg	Pappa	Pappa2	Papss1	Papss2	Paqr3	Paqr4	Paqr5	Paqr6	Paqr7	Paqr8	Paqr9	Pard3	Pard3b	Pard6a	Pard6b	Pard6g	Parg	Park2	Park7	Parl	Parm1	Parn	Parp1	Parp10	Parp11	Parp12	Parp14	Parp16	Parp2	Parp3	Parp4	Parp6	Parp8	Parp9	Pars2	Parva	Parvb	Parvg	Pask	Pate2	Pate4	Patl1	Patl2	Patz1	Pawr	Pax1	Pax2	Pax3	Pax4	Pax5	Pax6	Pax6os1	Pax7	Pax8	Pax9	Paxip1	Pbk	Pbld1	Pbld2	Pbp2	Pbrm1	Pbsn	Pbx1	Pbx2	Pbx3	Pbx4	Pbxip1	Pcbd1	Pcbd2	Pcbp1	Pcbp2	Pcbp3	Pcbp4	Pcca	Pccb	Pcdh1	Pcdh10	Pcdh11x	Pcdh12	Pcdh15	Pcdh17	Pcdh18	Pcdh19	Pcdh20	Pcdh7	Pcdh8	Pcdh9	Pcdha1	Pcdha10	Pcdha11	Pcdha12	Pcdha2	Pcdha3	Pcdha4	Pcdha4-g	Pcdha5	Pcdha6	Pcdha7	Pcdha8	Pcdha9	Pcdhac1	Pcdhac2	Pcdhb1	Pcdhb10	Pcdhb11	Pcdhb12	Pcdhb13	Pcdhb14	Pcdhb15	Pcdhb16	Pcdhb17	Pcdhb18	Pcdhb19	Pcdhb2	Pcdhb20	Pcdhb21	Pcdhb22	Pcdhb3	Pcdhb4	Pcdhb5	Pcdhb6	Pcdhb7	Pcdhb8	Pcdhb9	Pcdhga1	Pcdhga10	Pcdhga11	Pcdhga12	Pcdhga2	Pcdhga3	Pcdhga4	Pcdhga5	Pcdhga6	Pcdhga7	Pcdhga8	Pcdhga9	Pcdhgb1	Pcdhgb2	Pcdhgb4	Pcdhgb5	Pcdhgb6	Pcdhgb7	Pcdhgb8	Pcdhgc3	Pcdhgc4	Pcdhgc5	Pcf11	Pcgf1	Pcgf2	Pcgf3	Pcgf5	Pcgf6	Pcid2	Pcif1	Pck1	Pck2	Pclo	Pcm1	Pcmt1	Pcmtd1	Pcmtd2	Pcna	Pcnp	Pcnt	Pcnx	Pcnxl2	Pcnxl3	Pcolce	Pcolce2	Pcp2	Pcp4	Pcp4l1	Pcsk1	Pcsk1n	Pcsk2	Pcsk4	Pcsk5	Pcsk6	Pcsk7	Pcsk9	Pctp	Pcx	Pcyox1	Pcyox1l	Pcyt1a	Pcyt1b	Pcyt2	Pdap1	Pdc	Pdcd1	Pdcd10	Pdcd11	Pdcd1lg2	Pdcd2	Pdcd2l	Pdcd4	Pdcd5	Pdcd6	Pdcd6ip	Pdcd7	Pdcl	Pdcl2	Pdcl3	Pddc1	Pde10a	Pde11a	Pde12	Pde1a	Pde1b	Pde1c	Pde2a	Pde3a	Pde3b	Pde4a	Pde4b	Pde4c	Pde4d	Pde4dip	Pde5a	Pde6a	Pde6b	Pde6c	Pde6d	Pde6g	Pde6h	Pde7a	Pde7b	Pde8a	Pde8b	Pde9a	Pdf	Pdgfa	Pdgfb	Pdgfc	Pdgfd	Pdgfra	Pdgfrb	Pdgfrl	Pdha1	Pdha2	Pdhb	Pdhx	Pdia2	Pdia3	Pdia4	Pdia5	Pdia6	Pdik1l	Pdilt	Pdk1	Pdk2	Pdk3	Pdk4	Pdlim1	Pdlim2	Pdlim3	Pdlim4	Pdlim5	Pdlim7	Pdp1	Pdp2	Pdpk1	Pdpn	Pdpr	Pdrg1	Pds5a	Pds5b	Pdss1	Pdss2	Pdx1	Pdxdc1	Pdxk	Pdxk-ps	Pdxp	Pdyn	Pdzd11	Pdzd2	Pdzd3	Pdzd4	Pdzd7	Pdzd8	Pdzd9	Pdzk1	Pdzk1ip1	Pdzrn3	Pdzrn4	Pea15a	Pea15b	Pear1	Pebp1	Pebp4	Pecam1	Pecr	Pef1	Peg10	Peg12	Peg13	Peg3	Peg3as	Peli1	Peli2	Peli3	Pelo	Pelp1	Pemt	Penk	Peo1	Pepd	Per1	Per2	Per3	Perp	Pes1	Pet112l	Pet2	Pex1	Pex10	Pex11a	Pex11b	Pex11c	Pex12	Pex13	Pex14	Pex16	Pex19	Pex26	Pex3	Pex5	Pex5l	Pex6	Pex7	Pf4	Pfas	Pfdn1	Pfdn2	Pfdn4	Pfdn5	Pfkfb1	Pfkfb2	Pfkfb3	Pfkfb4	Pfkl	Pfkm	Pfkp	Pfn1	Pfn2	Pfn3	Pfn4	Pfpl	Pga5	Pgam1	Pgam2	Pgam5	Pgap1	Pgap2	Pgap3	Pgbd1	Pgbd5	Pgc	Pgcp	Pgd	Pgf	Pggt1b	Pgk1	Pgk2	Pgls	Pglyrp1	Pglyrp2	Pglyrp3	Pglyrp4	Pgm1	Pgm2	Pgm2l1	Pgm3	Pgm5	Pgp	Pgpep1	Pgpep1l	Pgr	Pgr15l	Pgrmc1	Pgrmc2	Pgs1	Phactr1	Phactr2	Phactr3	Phactr4	Phax	Phb	Phb2	Phc1	Phc2	Phc3	Phex	Phf1	Phf10	Phf11	Phf12	Phf13	Phf14	Phf15	Phf16	Phf17	Phf19	Phf2	Phf20	Phf20l1	Phf21a	Phf21b	Phf23	Phf3	Phf5a	Phf6	Phf7	Phf8	Phgdh	Phgr1	Phip	Phka1	Phka2	Phkb	Phkg1	Phkg2	Phlda1	Phlda2	Phlda3	Phldb1	Phldb2	Phldb3	Phlpp1	Phlpp2	Phospho1	Phospho2	Phox2a	Phox2b	Phpt1	Phrf1	Phtf1	Phtf2	Phxr4	Phyh	Phyhd1	Phyhip	Phyhipl	Pi15	Pi16	Pi4k2a	Pi4k2b	Pi4ka	Pi4kb	Pias1	Pias2	Pias3	Pias4	Pibf1	Picalm	Pick1	Pid1	Pif1	Piga	Pigb	Pigc	Pigf	Pigg	Pigh	Pigk	Pigl	Pigm	Pign	Pigo	Pigp	Pigq	Pigr	Pigs	Pigt	Pigu	Pigv	Pigw	Pigx	Pigy	Pigyl	Pigz	Pih1d1	Pih1d2	Pik3ap1	Pik3c2a	Pik3c2b	Pik3c2g	Pik3c3	Pik3ca	Pik3cb	Pik3cd	Pik3cg	Pik3ip1	Pik3r1	Pik3r2	Pik3r3	Pik3r4	Pik3r5	Pik3r6	Pikfyve	Pilra	Pilrb1	Pilrb2	Pim1	Pim2	Pim3	Pin1	Pin1-ps1	Pin4	Pinc	Pink1	Pinx1	Pion	Pip	Pip4k2a	Pip4k2b	Pip4k2c	Pip5k1a	Pip5k1b	Pip5k1c	Pip5kl1	Pipox	Pir	Pira1	Pira11	Pira2	Pira4	Pira6	Pira7	Pirt	Pisd	Pisd-ps1	Pisd-ps2	Pisd-ps3	Pitpna	Pitpnb	Pitpnc1	Pitpnm1	Pitpnm2	Pitpnm3	Pitrm1	Pitx1	Pitx2	Pitx3	Piwil1	Piwil2	Piwil4	Pja1	Pja2	Pkd1	Pkd1l2	Pkd1l3	Pkd2	Pkd2l1	Pkd2l2	Pkdcc	Pkdrej	Pkhd1	Pkhd1l1	Pkia	Pkib	Pkig	Pklr	Pkm2	Pkmyt1	Pkn1	Pkn2	Pkn3	Pknox1	Pknox2	Pkp1	Pkp2	Pkp3	Pkp4	Pla1a	Pla2g10	Pla2g12a	Pla2g12b	Pla2g15	Pla2g16	Pla2g1b	Pla2g2a	Pla2g2c	Pla2g2d	Pla2g2e	Pla2g2f	Pla2g3	Pla2g4a	Pla2g4b	Pla2g4c	Pla2g4d	Pla2g4e	Pla2g4f	Pla2g5	Pla2g6	Pla2g7	Pla2r1	Plaa	Plac1	Plac1l	Plac8	Plac8l1	Plac9	Plag1	Plagl1	Plagl2	Plat	Plau	Plaur	Plb1	Plbd1	Plbd2	Plcb1	Plcb2	Plcb3	Plcb4	Plcd1	Plcd3	Plcd4	Plce1	Plcg1	Plcg2	Plch1	Plch2	Plcl1	Plcl2	Plcxd1	Plcxd2	Plcxd3	Plcz1	Pld1	Pld2	Pld3	Pld4	Pld5	Pld6	Pldi	Pldn	Plec	Plek	Plek2	Plekha1	Plekha2	Plekha3	Plekha4	Plekha5	Plekha6	Plekha7	Plekha8	Plekhb1	Plekhb2	Plekhf1	Plekhf2	Plekhg1	Plekhg2	Plekhg3	Plekhg4	Plekhg5	Plekhg6	Plekhh1	Plekhh2	Plekhh3	Plekhj1	Plekhm1	Plekhm2	Plekhm3	Plekhn1	Plekho1	Plekho2	Plg	Plin1	Plin2	Plin3	Plin4	Plin5	Plk1	Plk1s1	Plk2	Plk3	Plk4	Plk5	Pllp	Pln	Plod1	Plod2	Plod3	Plp1	Plp2	Plrg1	Pls1	Pls3	Plscr1	Plscr2	Plscr3	Plscr4	Plscr5	Pltp	Plvap	Plxdc1	Plxdc2	Plxna1	Plxna2	Plxna3	Plxna4	Plxnb1	Plxnb2	Plxnb3	Plxnc1	Plxnd1	Pm20d1	Pm20d2	Pmaip1	Pmch	Pmel	Pmepa1	Pmf1	Pmfbp1	Pml	Pmm1	Pmm2	Pmp2	Pmp22	Pmpca	Pmpcb	Pms1	Pms2	Pmvk	Pnck	Pnkd	Pnkp	Pnldc1	Pnlip	Pnliprp1	Pnliprp2	Pnma1	Pnma2	Pnma3	Pnma5	Pnmal1	Pnmal2	Pnmt	Pnn	Pno1	Pnoc	Pnp	Pnp2	Pnpla1	Pnpla2	Pnpla3	Pnpla5	Pnpla6	Pnpla7	Pnpla8	Pnpo	Pnpt1	Pnrc1	Pnrc2	Poc1a	Poc1b	Poc5	Podn	Podnl1	Podxl	Podxl2	Pof1b	Pofut1	Pofut2	Pogk	Poglut1	Pogz	Pola1	Pola2	Polb	Pold1	Pold2	Pold3	Pold4	Poldip2	Poldip3	Pole	Pole2	Pole3	Pole4	Polg	Polg2	Polh	Poli	Polk	Poll	Polm	Poln	Polq	Polr1a	Polr1b	Polr1c	Polr1d	Polr1e	Polr2a	Polr2b	Polr2c	Polr2d	Polr2e	Polr2f	Polr2g	Polr2h	Polr2i	Polr2j	Polr2k	Polr2l	Polr2m	Polr3a	Polr3b	Polr3c	Polr3d	Polr3e	Polr3f	Polr3g	Polr3gl	Polr3h	Polr3k	Polrmt	Pom121	Pom121l12	Pom121l2	Pomc	Pomgnt1	Pomp	Pomt1	Pomt2	Pon1	Pon2	Pon3	Pop1	Pop4	Pop5	Pop7	Popdc2	Popdc3	Por	Porcn	Postn	Pot1a	Pot1b	Poteg	Pou1f1	Pou2af1	Pou2f1	Pou2f2	Pou2f3	Pou3f1	Pou3f2	Pou3f3	Pou3f4	Pou4f1	Pou4f2	Pou4f3	Pou5f1	Pou5f2	Pou6f1	Pou6f2	Ppa1	Ppa2	Ppan	Ppap2a	Ppap2b	Ppap2c	Ppapdc1a	Ppapdc1b	Ppapdc2	Ppapdc3	Ppara	Ppard	Pparg	Ppargc1a	Ppargc1b	Ppat	Ppbp	Ppcdc	Ppcs	Ppdpf	Ppef1	Ppef2	Ppfia1	Ppfia2	Ppfia3	Ppfia4	Ppfibp1	Ppfibp2	Pphln1	Ppia	Ppib	Ppic	Ppid	Ppie	Ppif	Ppifos	Ppig	Ppih	Ppil1	Ppil2	Ppil3	Ppil4	Ppil6	Ppip5k1	Ppip5k2	Ppl	Ppm1a	Ppm1b	Ppm1d	Ppm1e	Ppm1f	Ppm1g	Ppm1h	Ppm1j	Ppm1k	Ppm1l	Ppm1m	Ppm1n	Ppme1	Ppox	Ppp1ca	Ppp1cb	Ppp1cc	Ppp1r10	Ppp1r11	Ppp1r12a	Ppp1r12b	Ppp1r12c	Ppp1r13b	Ppp1r13l	Ppp1r14a	Ppp1r14b	Ppp1r14c	Ppp1r14d	Ppp1r15a	Ppp1r15b	Ppp1r16a	Ppp1r16b	Ppp1r17	Ppp1r18	Ppp1r1a	Ppp1r1b	Ppp1r1c	Ppp1r2	Ppp1r2-ps3	Ppp1r2-ps7	Ppp1r2-ps9	Ppp1r26	Ppp1r27	Ppp1r32	Ppp1r35	Ppp1r36	Ppp1r37	Ppp1r3a	Ppp1r3b	Ppp1r3c	Ppp1r3d	Ppp1r3e	Ppp1r3f	Ppp1r3g	Ppp1r42	Ppp1r7	Ppp1r8	Ppp1r9a	Ppp1r9b	Ppp2ca	Ppp2cb	Ppp2r1a	Ppp2r1b	Ppp2r2a	Ppp2r2b	Ppp2r2c	Ppp2r2d	Ppp2r3a	Ppp2r3c	Ppp2r3d	Ppp2r4	Ppp2r5a	Ppp2r5b	Ppp2r5c	Ppp2r5d	Ppp2r5e	Ppp3ca	Ppp3cb	Ppp3cc	Ppp3r1	Ppp3r2	Ppp4c	Ppp4r1	Ppp4r1l-ps	Ppp4r2	Ppp4r4	Ppp5c	Ppp6c	Ppp6r1	Ppp6r2	Ppp6r3	Pppde1	Pppde2	Pprc1	Ppt1	Ppt2	Pptc7	Ppwd1	Ppy	Ppyr1	Pqbp1	Pqlc1	Pqlc2	Pqlc3	Praf2	Pram1	Prame	Pramef12	Pramef17	Pramef6	Pramef8	Pramel1	Pramel3	Pramel4	Pramel5	Pramel6	Pramel7	Prap1	Prb1	Prc1	Prcc	Prcp	Prdm1	Prdm10	Prdm11	Prdm12	Prdm13	Prdm14	Prdm15	Prdm16	Prdm2	Prdm4	Prdm5	Prdm6	Prdm8	Prdm9	Prdx1	Prdx2	Prdx3	Prdx4	Prdx5	Prdx6	Prdx6b	Preb	Prelid1	Prelid2	Prelp	Prep	Prepl	Prex1	Prex2	Prf1	Prg2	Prg3	Prg4	Prh1	Prhoxnb	Prickle1	Prickle2	Prickle3	Prim1	Prim2	Prima1	Prkaa1	Prkaa2	Prkab1	Prkab2	Prkaca	Prkacb	Prkag1	Prkag2	Prkag3	Prkar1a	Prkar1b	Prkar2a	Prkar2b	Prkca	Prkcb	Prkcc	Prkcd	Prkcdbp	Prkce	Prkch	Prkci	Prkcq	Prkcsh	Prkcz	Prkd1	Prkd2	Prkd3	Prkdc	Prkg1	Prkg2	Prkra	Prkrip1	Prkrir	Prkx	Prl	Prl2a1	Prl2b1	Prl2c1	Prl2c2	Prl2c3	Prl2c4	Prl2c5	Prl3a1	Prl3b1	Prl3c1	Prl3d1	Prl3d2	Prl3d3	Prl4a1	Prl5a1	Prl6a1	Prl7a1	Prl7a2	Prl7b1	Prl7c1	Prl7d1	Prl8a1	Prl8a2	Prl8a6	Prl8a8	Prl8a9	Prlh	Prlhr	Prlr	Prm1	Prm2	Prm3	Prmt1	Prmt10	Prmt2	Prmt3	Prmt5	Prmt6	Prmt7	Prmt8	Prnd	Prnp	Proc	Proca1	Procr	Prodh	Prodh2	Prok1	Prok2	Prokr1	Prokr2	Prol1	Prom1	Prom2	Prop1	Prorsd1	Pros1	Prosapip1	Prosc	Prox1	Prox2	Proz	Prp2	Prpf18	Prpf19	Prpf3	Prpf31	Prpf38a	Prpf38b	Prpf39	Prpf4	Prpf40a	Prpf40b	Prpf4b	Prpf6	Prpf8	Prph	Prph2	Prpmp5	Prps1	Prps1l1	Prps1l3	Prps2	Prpsap1	Prpsap2	Prr11	Prr12	Prr13	Prr14	Prr15	Prr15l	Prr16	Prr18	Prr19	Prr22	Prr23a	Prr24	Prr3	Prr5	Prr5l	Prr7	Prr9	Prrc1	Prrc2a	Prrc2b	Prrc2c	Prrg1	Prrg2	Prrg3	Prrg4	Prrt1	Prrt2	Prrt3	Prrt4	Prrx1	Prrx2	Prrxl1	Prss1	Prss12	Prss16	Prss2	Prss21	Prss22	Prss23	Prss27	Prss28	Prss29	Prss3	Prss30	Prss32	Prss33	Prss34	Prss35	Prss36	Prss37	Prss38	Prss39	Prss40	Prss41	Prss42	Prss43	Prss44	Prss45	Prss46	Prss48	Prss50	Prss51	Prss52	Prss53	Prss54	Prss55	Prss56	Prss57	Prss58	Prss8	Prtg	Prtn3	Prune	Prune2	Prx	Psap	Psapl1	Psat1	Psca	Psd	Psd2	Psd3	Psd4	Psen1	Psen2	Psenen	Psg-ps1	Psg16	Psg17	Psg18	Psg19	Psg20	Psg21	Psg22	Psg23	Psg25	Psg26	Psg27	Psg28	Psg29	Psip1	Pskh1	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psma8	Psmb1	Psmb10	Psmb11	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmb8	Psmb9	Psmc1	Psmc2	Psmc3	Psmc3ip	Psmc4	Psmc5	Psmc6	Psmd1	Psmd10	Psmd11	Psmd12	Psmd13	Psmd14	Psmd2	Psmd3	Psmd4	Psmd5	Psmd6	Psmd7	Psmd8	Psmd9	Psme1	Psme2	Psme3	Psme4	Psmf1	Psmg1	Psmg2	Psmg3	Psmg4	Psors1c2	Pspc1	Psph	Pspn	Psrc1	Pstk	Pstpip1	Pstpip2	Ptafr	Ptar1	Ptbp1	Ptbp2	Ptcd1	Ptcd2	Ptcd3	Ptch1	Ptch2	Ptchd1	Ptchd2	Ptchd3	Ptcra	Ptdss1	Ptdss2	Pten	Pter	Ptf1a	Ptgdr	Ptgds	Ptger1	Ptger2	Ptger3	Ptger4	Ptges	Ptges2	Ptges3	Ptgfr	Ptgfrn	Ptgir	Ptgis	Ptgr1	Ptgr2	Ptgs1	Ptgs2	Pth	Pth1r	Pth2	Pth2r	Pthlh	Ptk2	Ptk2b	Ptk6	Ptk7	Ptma	Ptms	Ptn	Ptov1	Ptp4a1	Ptp4a2	Ptp4a3	Ptpdc1	Ptpla	Ptplad1	Ptplad2	Ptplb	Ptpmt1	Ptpn1	Ptpn11	Ptpn12	Ptpn13	Ptpn14	Ptpn18	Ptpn2	Ptpn20	Ptpn21	Ptpn22	Ptpn23	Ptpn3	Ptpn4	Ptpn5	Ptpn6	Ptpn7	Ptpn9	Ptpra	Ptprb	Ptprc	Ptprcap	Ptprd	Ptpre	Ptprf	Ptprg	Ptprh	Ptprj	Ptprk	Ptprm	Ptprn	Ptprn2	Ptpro	Ptprq	Ptprr	Ptprs	Ptprt	Ptpru	Ptprv	Ptprz1	Ptrf	Ptrh1	Ptrh2	Pts	Pttg1	Pttg1ip	Ptx3	Ptx4	Puf60	Pum1	Pum2	Pura	Purb	Purg	Pus1	Pus10	Pus3	Pus7	Pus7l	Pusl1	Pvalb	Pvr	Pvrl1	Pvrl2	Pvrl3	Pvrl4	Pvt1	Pwp1	Pwp2	Pwwp2a	Pwwp2b	Pxdn	Pxk	Pxmp2	Pxmp3	Pxmp4	Pxn	Pxt1	Pycard	Pycr1	Pycr2	Pycrl	Pydc3	Pydc4	Pygb	Pygl	Pygm	Pygo1	Pygo2	Pyhin1	Pyroxd1	Pyroxd2	Pyy	Pzp	Qars	Qdpr	Qk	Qpct	Qpctl	Qprt	Qrfp	Qrfpr	Qrich1	Qrich2	Qrsl1	Qser1	Qsox1	Qsox2	Qtrt1	Qtrtd1	R3hcc1	R3hdm1	R3hdm2	R3hdml	R74862	Rab1	Rab10	Rab11a	Rab11b	Rab11fip1	Rab11fip2	Rab11fip3	Rab11fip4	Rab11fip5	Rab12	Rab13	Rab14	Rab15	Rab17	Rab18	Rab19	Rab1b	Rab20	Rab21	Rab22a	Rab23	Rab24	Rab25	Rab26	Rab27a	Rab27b	Rab28	Rab2a	Rab2b	Rab30	Rab31	Rab32	Rab33a	Rab33b	Rab34	Rab35	Rab36	Rab37	Rab38	Rab39	Rab39b	Rab3a	Rab3b	Rab3c	Rab3d	Rab3gap1	Rab3gap2	Rab3il1	Rab3ip	Rab40b	Rab40c	Rab42-ps	Rab43	Rab44	Rab4a	Rab4b	Rab5a	Rab5b	Rab5c	Rab6a	Rab6b	Rab7	Rab7l1	Rab8a	Rab8b	Rab9	Rab9b	Rabac1	Rabep1	Rabep2	Rabepk	Rabgap1	Rabgap1l	Rabgef1	Rabggta	Rabggtb	Rabif	Rabl2	Rabl3	Rabl5	Rac1	Rac2	Rac3	Racgap1	Rad1	Rad17	Rad18	Rad21	Rad21l	Rad23a	Rad23b	Rad50	Rad51	Rad51ap1	Rad51ap2	Rad51c	Rad51l1	Rad51l3	Rad52	Rad54b	Rad54l	Rad54l2	Rad9	Rad9b	Radil	Rae1	Raet1a	Raet1b	Raet1c	Raet1d	Raet1e	Raf1	Rag1	Rag2	Rai1	Rai12	Rai14	Rai2	Rala	Ralb	Ralbp1	Ralgapa1	Ralgapa2	Ralgapb	Ralgds	Ralgps1	Ralgps2	Raly	Ralyl	Ramp1	Ramp2	Ramp3	Ran	Ranbp1	Ranbp10	Ranbp17	Ranbp2	Ranbp3	Ranbp3l	Ranbp6	Ranbp9	Rangap1	Rangrf	Rap1a	Rap1b	Rap1gap	Rap1gap2	Rap1gds1	Rap2a	Rap2b	Rap2c	Rapgef1	Rapgef2	Rapgef3	Rapgef4	Rapgef5	Rapgef6	Rapgefl1	Raph1	Rapsn	Rara	Rarb	Rarg	Rarres1	Rarres2	Rars	Rars2	Rasa1	Rasa2	Rasa3	Rasa4	Rasal1	Rasal2	Rasal3	Rasd1	Rasd2	Rasef	Rasgef1a	Rasgef1b	Rasgef1c	Rasgrf1	Rasgrf2	Rasgrp1	Rasgrp2	Rasgrp3	Rasgrp4	Rasip1	Rasl10a	Rasl10b	Rasl11a	Rasl11b	Rasl12	Rasl2-9-ps	Rassf1	Rassf10	Rassf2	Rassf3	Rassf4	Rassf5	Rassf6	Rassf7	Rassf8	Rassf9	Raver1	Raver1-fdx1l	Raver2	Rax	Rb1	Rb1cc1	Rbak	Rbbp4	Rbbp5	Rbbp6	Rbbp7	Rbbp8	Rbbp9	Rbck1	Rbfa	Rbfox1	Rbfox2	Rbfox3	Rbks	Rbl1	Rbl2	Rbm10	Rbm11	Rbm12	Rbm12b	Rbm14	Rbm15	Rbm15b	Rbm17	Rbm18	Rbm19	Rbm20	Rbm22	Rbm24	Rbm25	Rbm26	Rbm27	Rbm28	Rbm3	Rbm31y	Rbm33	Rbm34	Rbm38	Rbm39	Rbm4	Rbm41	Rbm42	Rbm43	Rbm44	Rbm45	Rbm46	Rbm47	Rbm4b	Rbm5	Rbm6	Rbm7	Rbm8a	Rbms1	Rbms2	Rbms3	Rbmx	Rbmx2	Rbmxl1	Rbmxl2	Rbmy1a1	Rbp1	Rbp2	Rbp3	Rbp4	Rbp7	Rbpj	Rbpjl	Rbpms	Rbpms2	Rbx1	Rc3h1	Rc3h2	Rcan1	Rcan2	Rcan3	Rcbtb1	Rcbtb2	Rcc1	Rcc2	Rccd1	Rce1	Rchy1	Rcl1	Rcn1	Rcn2	Rcn3	Rcor1	Rcor2	Rcor3	Rcsd1	Rcvrn	Rd3	Rdbp	Rdh1	Rdh10	Rdh11	Rdh12	Rdh13	Rdh14	Rdh16	Rdh18-ps	Rdh19	Rdh5	Rdh7	Rdh8	Rdh9	Rdm1	Rdx	Rec8	Reck	Recql	Recql4	Recql5	Reep1	Reep2	Reep3	Reep4	Reep5	Reep6	Reg1	Reg2	Reg3a	Reg3b	Reg3d	Reg3g	Reg4	Rel	Rela	Relb	Rell1	Rell2	Reln	Relt	Rem1	Rem2	Ren1	Ren2	Renbp	Rep15	Repin1	Reps1	Reps2	Rer1	Rere	Rerg	Rergl	Resp18	Rest	Ret	Retn	Retnla	Retnlb	Retnlg	Retsat	Rev1	Rev3l	Rex2	Rexo1	Rexo2	Rexo4	Rfc1	Rfc2	Rfc3	Rfc4	Rfc5	Rfesd	Rffl	Rfk	Rfng	Rfpl3s	Rfpl4	Rfpl4b	Rft1	Rftn1	Rftn2	Rfwd2	Rfwd3	Rfx1	Rfx2	Rfx3	Rfx4	Rfx5	Rfx6	Rfx7	Rfx8	Rfxank	Rfxap	Rg9mtd1	Rg9mtd2	Rg9mtd3	Rgag1	Rgag4	Rgl1	Rgl2	Rgl3	Rgma	Rgmb	Rgn	Rgnef	Rgp1	Rgr	Rgs1	Rgs10	Rgs11	Rgs12	Rgs13	Rgs14	Rgs16	Rgs17	Rgs18	Rgs19	Rgs2	Rgs20	Rgs22	Rgs3	Rgs4	Rgs5	Rgs6	Rgs7	Rgs7bp	Rgs8	Rgs9	Rgs9bp	Rgsl1	Rhag	Rhbdd1	Rhbdd2	Rhbdd3	Rhbdf1	Rhbdf2	Rhbdl1	Rhbdl2	Rhbdl3	Rhbg	Rhcg	Rhd	Rheb	Rhebl1	Rho	Rhoa	Rhob	Rhobtb1	Rhobtb2	Rhobtb3	Rhoc	Rhod	Rhof	Rhog	Rhoh	Rhoj	Rhoq	Rhot1	Rhot2	Rhou	Rhov	Rhox1	Rhox10	Rhox11	Rhox12	Rhox13	Rhox2a	Rhox2b	Rhox2c	Rhox2d	Rhox2e	Rhox2f	Rhox2g	Rhox2h	Rhox3-ps	Rhox3a	Rhox3c	Rhox3e	Rhox3f	Rhox3g-ps	Rhox3h	Rhox4a	Rhox4b	Rhox4c	Rhox4d	Rhox4e	Rhox4f	Rhox4g	Rhox5	Rhox6	Rhox7	Rhox8	Rhox9	Rhpn1	Rhpn2	Rian	Ribc1	Ribc2	Ric3	Ric8	Ric8b	Rictor	Rif1	Riiad1	Rilp	Rilpl1	Rilpl2	Rimbp2	Rimbp3	Rimkla	Rimklb	Rims1	Rims2	Rims3	Rims4	Rin1	Rin2	Rin3	Ring1	Rinl	Rint1	Riok1	Riok2	Riok3	Ripk1	Ripk2	Ripk3	Ripk4	Ripply1	Ripply2	Ripply3	Rit1	Rit2	Rlbp1	Rlf	Rlim	Rln1	Rln3	Rltpr	Rmi1	Rmnd1	Rmnd5a	Rmnd5b	Rmrp	Rmst	Rn4.5s	Rn45s	Rnase1	Rnase10	Rnase11	Rnase12	Rnase13	Rnase4	Rnase6	Rnase9	Rnaseh1	Rnaseh2a	Rnaseh2b	Rnaseh2c	Rnasek	Rnasel	Rnaset2a	Rnaset2b	Rnd1	Rnd2	Rnd3	Rnf10	Rnf103	Rnf11	Rnf111	Rnf112	Rnf113a1	Rnf113a2	Rnf114	Rnf115	Rnf121	Rnf122	Rnf123	Rnf125	Rnf126	Rnf128	Rnf13	Rnf130	Rnf133	Rnf135	Rnf138	Rnf139	Rnf14	Rnf141	Rnf144a	Rnf144b	Rnf145	Rnf146	Rnf148	Rnf149	Rnf150	Rnf151	Rnf152	Rnf157	Rnf165	Rnf166	Rnf167	Rnf168	Rnf169	Rnf17	Rnf170	Rnf180	Rnf181	Rnf182	Rnf183	Rnf185	Rnf186	Rnf187	Rnf19a	Rnf19b	Rnf2	Rnf20	Rnf207	Rnf208	Rnf214	Rnf215	Rnf216	Rnf217	Rnf219	Rnf220	Rnf222	Rnf24	Rnf25	Rnf26	Rnf31	Rnf32	Rnf34	Rnf38	Rnf39	Rnf4	Rnf40	Rnf41	Rnf43	Rnf44	Rnf5	Rnf6	Rnf7	Rnf8	Rnft1	Rnft2	Rngtt	Rnh1	Rnls	Rnmt	Rnmtl1	Rnpc3	Rnpep	Rnpepl1	Rnps1	Rnu11	Rnu12	Rnu6	Rnu7	Rnu73b	Robo1	Robo2	Robo3	Robo4	Rock1	Rock2	Rod1	Rogdi	Rom1	Romo1	Ropn1	Ropn1l	Ror1	Ror2	Rora	Rorb	Rorc	Ros1	Rp1	Rp1l1	Rp2h	Rp9	Rpa1	Rpa2	Rpa3	Rpain	Rpap1	Rpap2	Rpap3	Rpe	Rpe65	Rpf1	Rpf2	Rpgr	Rpgrip1	Rpgrip1l	Rph3a	Rph3al	Rpia	Rpl10	Rpl10a	Rpl10l	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl26	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl30	Rpl31	Rpl31-ps12	Rpl32	Rpl34	Rpl34-ps1	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl36al	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl39l	Rpl3l	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl7l1	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rplp2-ps1	Rpn1	Rpn2	Rpp14	Rpp21	Rpp25	Rpp30	Rpp38	Rpp40	Rpph1	Rprd1a	Rprd1b	Rprd2	Rprl1	Rprl2	Rprl3	Rprm	Rprml	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps19-ps3	Rps19bp1	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps26	Rps27	Rps27a	Rps27l	Rps28	Rps29	Rps3	Rps3a	Rps4x	Rps4y2	Rps5	Rps6	Rps6ka1	Rps6ka2	Rps6ka3	Rps6ka4	Rps6ka5	Rps6ka6	Rps6kb1	Rps6kb2	Rps6kc1	Rps6kl1	Rps7	Rps8	Rps9	Rpsa	Rptn	Rptor	Rpusd1	Rpusd2	Rpusd3	Rpusd4	Rqcd1	Rrad	Rraga	Rragb	Rragc	Rragd	Rras	Rras2	Rrbp1	Rreb1	Rrh	Rrm1	Rrm2	Rrm2b	Rrn3	Rrnad1	Rrp1	Rrp12	Rrp15	Rrp1b	Rrp36	Rrp7a	Rrp8	Rrp9	Rrs1	Rs1	Rsad1	Rsad2	Rsbn1	Rsbn1l	Rsc1a1	Rsf1	Rsl1	Rsl1d1	Rsl24d1	Rslcan18	Rsph1	Rsph3a	Rsph3b	Rsph4a	Rsph6a	Rsph9	Rspo1	Rspo2	Rspo3	Rspo4	Rspry1	Rsrc1	Rsrc2	Rsu1	Rtbdn	Rtcd1	Rtdr1	Rtel1	Rtf1	Rtkn	Rtkn2	Rtl1	Rtn1	Rtn2	Rtn3	Rtn4	Rtn4ip1	Rtn4r	Rtn4rl1	Rtn4rl2	Rtp1	Rtp2	Rtp3	Rtp4	Rttn	Rubie	Rufy1	Rufy2	Rufy3	Rufy4	Rundc1	Rundc3a	Rundc3b	Runx1	Runx1t1	Runx2	Runx3	Rusc1	Rusc2	Ruvbl1	Ruvbl2	Rwdd1	Rwdd2a	Rwdd2b	Rwdd3	Rwdd4a	Rxfp1	Rxf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pata24	Spata25	Spata2l	Spata3	Spata4	Spata5	Spata5l1	Spata6	Spata7	Spata9	Spatc1	Spats1	Spats2	Spats2l	Spc24	Spc25	Spcs1	Spcs2	Spcs3	Spdef	Spdya	Spdyb	Specc1	Specc1l	Speer1-ps1	Speer2	Speer3	Speer4a	Speer4b	Speer4d	Speer4e	Speer4f	Speer5-ps1	Speer6-ps1	Speer7-ps1	Speer8-ps1	Speer9-ps1	Spef1	Spef2	Speg	Spem1	Spen	Spert	Spesp1	Spg11	Spg20	Spg21	Spg7	Sphk1	Sphk2	Sphkap	Spib	Spic	Spice1	Spin1	Spin2	Spin4	Spink10	Spink11	Spink12	Spink13	Spink14	Spink2	Spink3	Spink4	Spink5	Spink6	Spink7	Spink8	Spinkl	Spinlw1	Spint1	Spint2	Spint3	Spint4	Spire1	Spire2	Spn	Spn-ps	Spna1	Spna2	Spnb1	Spnb2	Spnb3	Spnb4	Spns1	Spns2	Spns3	Spo11	Spock1	Spock2	Spock3	Spon1	Spon2	Spop	Spopl	Spp1	Spp2	Sppl3	Spr	Spred1	Spred2	Spred3	Sprn	Sprr1a	Sprr1b	Sprr2a1	Sprr2a2	Sprr2b	Sprr2d	Sprr2e	Sprr2f	Sprr2g	Sprr2h	Sprr2i	Sprr2j-ps	Sprr2k	Sprr3	Sprr4	Spry1	Spry2	Spry3	Spry4	Spryd3	Spryd4	Spsb1	Spsb2	Spsb3	Spsb4	Spt1	Sptlc1	Sptlc2	Sptlc3	Spty2d1	Spz1	Sqle	Sqrdl	Sqstm1	Sra1	Srbd1	Src	Srcin1	Srcrb4d	Srd5a1	Srd5a2	Srd5a3	Srebf1	Srebf2	Srek1	Srek1ip1	Srf	Srfbp1	Srgap1	Srgap2	Srgap3	Srgn	Sri	Srl	Srm	Srms	Srp14	Srp19	Srp54a	Srp54b	Srp54c	Srp68	Srp72	Srp9	Srpk1	Srpk2	Srpk3	Srpr	Srprb	Srpx	Srpx2	Srr	Srrd	Srrm1	Srrm2	Srrm3	Srrm4	Srrt	Srsf1	Srsf10	Srsf11	Srsf12	Srsf2	Srsf3	Srsf4	Srsf5	Srsf6	Srsf7	Srsf9	Srxn1	Sry	Ss18	Ss18l1	Ssb	Ssbp1	Ssbp2	Ssbp3	Ssbp4	Ssfa2	Ssh1	Ssh2	Ssh3	Ssna1	Sspn	Sspo	Ssr1	Ssr2	Ssr3	Ssr4	Ssrp1	Sssca1	Sst	Sstr1	Sstr2	Sstr3	Sstr4	Sstr5	Ssty1	Ssty2	Ssu72	Ssx2ip	Ssx9	Ssxb1	Ssxb10	Ssxb2	Ssxb3	Ssxb5	Ssxb6	Ssxb8	Ssxb9	St13	St14	St18	St3gal1	St3gal2	St3gal3	St3gal4	St3gal5	St3gal6	St5	St6gal1	St6gal2	St6galnac1	St6galnac2	St6galnac3	St6galnac4	St6galnac5	St6galnac6	St7	St7l	St8sia1	St8sia2	St8sia3	St8sia4	St8sia5	St8sia6	Stab1	Stab2	Stac	Stac2	Stac3	Stag1	Stag2	Stag3	Stam	Stam2	Stambp	Stambpl1	Stap1	Stap2	Star	Stard10	Stard13	Stard3	Stard3nl	Stard4	Stard5	Stard6	Stard7	Stard8	Stat1	Stat2	Stat3	Stat4	Stat5a	Stat5b	Stat6	Stau1	Stau2	Stbd1	Stc1	Stc2	Steap1	Steap2	Steap3	Steap4	Stfa1	Stfa2	Stfa2l1	Stfa3	Stil	Stim1	Stim2	Stip1	Stk10	Stk11	Stk11ip	Stk16	Stk17b	Stk19	Stk24	Stk25	Stk3	Stk30	Stk31	Stk32a	Stk32b	Stk32c	Stk33	Stk35	Stk36	Stk38	Stk38l	Stk39	Stk4	Stk40	Stmn1	Stmn1-rs1	Stmn2	Stmn3	Stmn4	Stom	Stoml1	Stoml2	Stoml3	Ston1	Ston2	Stox1	Stox2	Stra13	Stra6	Stra8	Strada	Stradb	Strap	Strbp	Strc	Strn	Strn3	Strn4	Stt3a	Stt3b	Stub1	Stx11	Stx12	Stx16	Stx17	Stx18	Stx19	Stx1a	Stx1b	Stx2	Stx3	Stx4a	Stx5a	Stx6	Stx7	Stx8	Stxbp1	Stxbp2	Stxbp3a	Stxbp4	Stxbp5	Stxbp5l	Stxbp6	Styk1	Styx	Styxl1	Sub1	Sucla2	Suclg1	Suclg2	Sucnr1	Suds3	Sufu	Sugp1	Sugp2	Sugt1	Sulf1	Sulf2	Sult1a1	Sult1b1	Sult1c1	Sult1c2	Sult1d1	Sult1e1	Sult2a1	Sult2a2	Sult2a3	Sult2a4	Sult2a5	Sult2a6	Sult2a7	Sult2b1	Sult3a1	Sult4a1	Sult5a1	Sult6b1	Sumf1	Sumf2	Sumo1	Sumo2	Sumo3	Sun1	Sun2	Sun3	Sun5	Suox	Supt16h	Supt3h	Supt4h1	Supt5h	Supt6h	Supt7l	Supv3l1	Surf1	Surf2	Surf4	Surf6	Susd1	Susd2	Susd3	Susd4	Susd5	Suv39h1	Suv39h2	Suv420h1	Suv420h2	Suz12	Sv2a	Sv2b	Sv2c	Sva	Sval1	Sval2	Sval3	Svep1	Svil	Svip	Svop	Svopl	Svs1	Svs2	Svs3a	Svs3b	Svs4	Svs5	Svs6	Swap70	Swi5	Syap1	Sybu	Syce1	Syce1l	Syce2	Syce3	Sycn	Sycp1	Sycp1-ps1	Sycp2	Sycp3	Syde1	Syde2	Syf2	Syk	Sympk	Syn1	Syn2	Syn3	Syna	Synb	Sync	Syncrip	Syne1	Syne2	Syngr1	Syngr2	Syngr3	Syngr4	Synj1	Synj2	Synj2bp	Synm	Synpo	Synpo2	Synpo2l	Synpr	Synrg	Syp	Sypl	Sypl2	Sys1	Syt1	Syt10	Syt11	Syt12	Syt13	Syt14	Syt15	Syt16	Syt17	Syt2	Syt3	Syt4	Syt5	Syt6	Syt7	Syt8	Syt9	Sytl1	Sytl2	Sytl3	Sytl4	Sytl5	Syvn1	Szt2	T	T2	Taar1	Taar2	Taar3	Taar4	Taar5	Taar6	Taar7a	Taar7b	Taar7d	Taar7e	Taar7f	Taar8a	Taar8b	Taar8c	Taar9	Tab1	Tab2	Tab3	Tac1	Tac2	Tac4	Tacc1	Tacc2	Tacc3	Taco1	Tacr1	Tacr2	Tacr3	Tacstd2	Tada1	Tada2a	Tada2b	Tada3	Taf1	Taf10	Taf11	Taf12	Taf13	Taf15	Taf1a	Taf1b	Taf1c	Taf1d	Taf2	Taf3	Taf4a	Taf4b	Taf5	Taf5l	Taf6	Taf6l	Taf7	Taf7l	Taf8	Taf9	Taf9b	Tagap	Tagap1	Tagln	Tagln2	Tagln3	Tal1	Tal2	Taldo1	Tanc1	Tanc2	Tank	Taok1	Taok2	Taok3	Tap1	Tap2	Tapbp	Tapbpl	Tapt1	Tarbp2	Tardbp	Tarm1	Tars	Tars2	Tarsl2	Tas1r1	Tas1r2	Tas1r3	Tas2r102	Tas2r103	Tas2r104	Tas2r105	Tas2r106	Tas2r107	Tas2r108	Tas2r109	Tas2r110	Tas2r113	Tas2r114	Tas2r115	Tas2r116	Tas2r117	Tas2r118	Tas2r119	Tas2r120	Tas2r121	Tas2r122	Tas2r123	Tas2r124	Tas2r125	Tas2r126	Tas2r129	Tas2r130	Tas2r131	Tas2r134	Tas2r135	Tas2r136	Tas2r137	Tas2r138	Tas2r139	Tas2r140	Tas2r143	Tas2r144	Tasp1	Tat	Tatdn1	Tatdn2	Tatdn3	Tax1bp1	Tax1bp3	Taz	Tbata	Tbc1d1	Tbc1d10a	Tbc1d10b	Tbc1d10c	Tbc1d12	Tbc1d13	Tbc1d14	Tbc1d15	Tbc1d16	Tbc1d17	Tbc1d19	Tbc1d2	Tbc1d20	Tbc1d21	Tbc1d22a	Tbc1d22b	Tbc1d23	Tbc1d24	Tbc1d25	Tbc1d2b	Tbc1d30	Tbc1d4	Tbc1d5	Tbc1d7	Tbc1d8	Tbc1d8b	Tbc1d9	Tbc1d9b	Tbca	Tbcb	Tbcc	Tbccd1	Tbcd	Tbce	Tbcel	Tbck	Tbk1	Tbkbp1	Tbl1x	Tbl1xr1	Tbl2	Tbl3	Tbp	Tbpl1	Tbpl2	Tbr1	Tbrg1	Tbrg3	Tbrg4	Tbx1	Tbx10	Tbx15	Tbx18	Tbx19	Tbx2	Tbx20	Tbx21	Tbx22	Tbx3	Tbx4	Tbx5	Tbx6	Tbxa2r	Tbxas1	Tc2n	Tcam1	Tcap	Tcea1	Tcea2	Tcea3	Tceal1	Tceal3	Tceal5	Tceal6	Tceal7	Tceal8	Tceanc	Tceb1	Tceb2	Tceb3	Tcerg1	Tcerg1l	Tcf12	Tcf15	Tcf19	Tcf20	Tcf21	Tcf23	Tcf25	Tcf3	Tcf4	Tcf7	Tcf7l1	Tcf7l2	Tcfl5	Tchh	Tchhl1	Tchp	Tcirg1	Tcl1	Tcl1b1	Tcl1b2	Tcl1b3	Tcl1b4	Tcl1b5	Tcn2	Tcof1	Tcp1	Tcp10a	Tcp10b	Tcp10c	Tcp11	Tcp11l1	Tcp11l2	Tcstv1	Tcstv3	Tcta	Tcte1	Tcte2	Tcte3	Tctex1d1	Tctex1d2	Tctex1d4	Tctn1	Tctn2	Tctn3	Tdg	Tdgf1	Tdh	Tdo2	Tdp1	Tdp2	Tdpoz1	Tdpoz2	Tdpoz3	Tdpoz4	Tdpoz5	Tdrd1	Tdrd12	Tdrd3	Tdrd5	Tdrd6	Tdrd7	Tdrd9	Tdrkh	Tdtom_transgene	Tead1	Tead2	Tead3	Tead4	Tec	Tecpr1	Tecpr2	Tecr	Tecrl	Tecta	Tectb	Teddm1	Tef	Tek	Tekt1	Tekt2	Tekt3	Tekt4	Tekt5	Telo2	Tenc1	Tep1	Tepp	Terc	Terf1	Terf2	Terf2ip	Tert	Tes	Tesc	Tesk1	Tesk2	Tespa1	Tet1	Tet2	Tet3	Tex10	Tex101	Tex11	Tex12	Tex13	Tex13a	Tex14	Tex15	Tex16	Tex19.1	Tex19.2	Tex2	Tex21	Tex22	Tex24	Tex261	Tex264	Tex28	Tex9	Tfam	Tfap2a	Tfap2b	Tfap2c	Tfap2d	Tfap2e	Tfap4	Tfb1m	Tfb2m	Tfcp2	Tfcp2l1	Tfdp1	Tfdp2	Tfe3	Tfeb	Tfec	Tff1	Tff2	Tff3	Tfg	Tfip11	Tfpi	Tfpi2	Tfpt	Tfr2	Tfrc	Tg	Tgds	Tgfa	Tgfb1	Tgfb1i1	Tgfb2	Tgfb3	Tgfbi	Tgfbr1	Tgfbr2	Tgfbr3	Tgfbrap1	Tgif1	Tgif2	Tgif2lx1	Tgif2lx2	Tgm1	Tgm2	Tgm3	Tgm4	Tgm5	Tgm6	Tgm7	Tgoln1	Tgoln2	Tgs1	Tgtp1	Tgtp2	Th	Th1l	Tha1	Thada	Thap1	Thap11	Thap2	Thap3	Thap4	Thap6	Thap7	Thbd	Thbs1	Thbs2	Thbs3	Thbs4	Theg	Them4	Them5	Themis	Thg1l	Thnsl1	Thnsl2	Thoc1	Thoc2	Thoc3	Thoc5	Thoc6	Thoc7	Thop1	Thpo	Thra	Thrap3	Thrb	Thrsp	Thsd1	Thsd4	Thsd7a	Thsd7b	Thtpa	Thumpd1	Thumpd2	Thumpd3	Thy1	Thyn1	Tia1	Tial1	Tiam1	Tiam2	Ticam1	Ticam2	Tie1	Tifa	Tifab	Tigd2	Tigd3	Tigd4	Tigd5	Tigit	Timd2	Timd4	Timeless	Timm10	Timm13	Timm17a	Timm17b	Timm22	Timm23	Timm44	Timm50	Timm8a1	Timm8a2	Timm8b	Timm9	Timp1	Timp2	Timp3	Timp4	Tinag	Tinagl1	Tinf2	Tiparp	Tipin	Tiprl	Tirap	Tjap1	Tjp1	Tjp2	Tjp3	Tk1	Tk2	Tkt	Tktl1	Tktl2	Tlcd1	Tlcd2	Tle1	Tle2	Tle3	Tle4	Tle6	Tlk1	Tlk2	Tll1	Tll2	Tln1	Tln2	Tlr1	Tlr11	Tlr12	Tlr13	Tlr2	Tlr3	Tlr4	Tlr5	Tlr6	Tlr7	Tlr8	Tlr9	Tlx1	Tlx2	Tlx3	Tm2d1	Tm2d2	Tm2d3	Tm4sf1	Tm4sf19	Tm4sf20	Tm4sf4	Tm4sf5	Tm6sf1	Tm6sf2	Tm7sf2	Tm7sf3	Tm9sf1	Tm9sf2	Tm9sf3	Tm9sf4	Tmbim1	Tmbim4	Tmbim6	Tmc1	Tmc2	Tmc3	Tmc4	Tmc5	Tmc6	Tmc7	Tmc8	Tmcc1	Tmcc2	Tmcc3	Tmco1	Tmco2	Tmco3	Tmco4	Tmco5	Tmco5b	Tmco6	Tmco7	Tmed1	Tmed10	Tmed11	Tmed2	Tmed3	Tmed4	Tmed5	Tmed6	Tmed7	Tmed8	Tmed9	Tmeff1	Tmeff2	Tmem100	Tmem101	Tmem102	Tmem104	Tmem106a	Tmem106b	Tmem106c	Tmem107	Tmem108	Tmem109	Tmem11	Tmem110	Tmem111	Tmem115	Tmem116	Tmem117	Tmem119	Tmem120a	Tmem120b	Tmem121	Tmem123	Tmem125	Tmem126a	Tmem126b	Tmem127	Tmem128	Tmem129	Tmem130	Tmem131	Tmem132a	Tmem132b	Tmem132c	Tmem132d	Tmem132e	Tmem134	Tmem135	Tmem136	Tmem138	Tmem139	Tmem140	Tmem141	Tmem143	Tmem144	Tmem145	Tmem146	Tmem147	Tmem149	Tmem14a	Tmem14c	Tmem150a	Tmem150b	Tmem150c	Tmem151a	Tmem151b	Tmem154	Tmem158	Tmem159	Tmem160	Tmem161a	Tmem161b	Tmem163	Tmem164	Tmem165	Tmem167	Tmem167b	Tmem168	Tmem169	Tmem17	Tmem170	Tmem170b	Tmem171	Tmem173	Tmem174	Tmem175	Tmem176a	Tmem176b	Tmem177	Tmem178	Tmem179	Tmem179b	Tmem18	Tmem180	Tmem181a	Tmem181b-ps	Tmem181c-ps	Tmem182	Tmem183a	Tmem184a	Tmem184b	Tmem184c	Tmem185b	Tmem186	Tmem188	Tmem189	Tmem19	Tmem190	Tmem191c	Tmem192	Tmem194	Tmem194b	Tmem196	Tmem198	Tmem198b	Tmem199	Tmem2	Tmem20	Tmem200a	Tmem200b	Tmem200c	Tmem201	Tmem202	Tmem203	Tmem204	Tmem205	Tmem206	Tmem207	Tmem208	Tmem209	Tmem210	Tmem211	Tmem212	Tmem213	Tmem214	Tmem215	Tmem216	Tmem217	Tmem218	Tmem219	Tmem22	Tmem220	Tmem221	Tmem222	Tmem223	Tmem225	Tmem229a	Tmem229b	Tmem231	Tmem232	Tmem233	Tmem25	Tmem26	Tmem27	Tmem28	Tmem29	Tmem30a	Tmem30b	Tmem30c	Tmem33	Tmem35	Tmem37	Tmem38a	Tmem38b	Tmem39a	Tmem39b	Tmem40	Tmem41a	Tmem41b	Tmem42	Tmem43	Tmem44	Tmem45a	Tmem45b	Tmem47	Tmem48	Tmem5	Tmem50a	Tmem50b	Tmem51	Tmem52	Tmem53	Tmem54	Tmem55a	Tmem55b	Tmem56	Tmem57	Tmem59	Tmem59l	Tmem60	Tmem62	Tmem63a	Tmem63b	Tmem63c	Tmem64	Tmem65	Tmem66	Tmem67	Tmem68	Tmem69	Tmem70	Tmem71	Tmem72	Tmem74	Tmem79	Tmem8	Tmem80	Tmem81	Tmem82	Tmem85	Tmem86a	Tmem86b	Tmem87a	Tmem87b	Tmem88	Tmem88b	Tmem89	Tmem8b	Tmem8c	Tmem9	Tmem90a	Tmem90b	Tmem91	Tmem92	Tmem93	Tmem95	Tmem97	Tmem98	Tmem9b	Tmf1	Tmie	Tmigd1	Tmlhe	Tmod1	Tmod2	Tmod3	Tmod4	Tmpo	Tmppe	Tmprss11a	Tmprss11bnl	Tmprss11c	Tmprss11d	Tmprss11e	Tmprss11f	Tmprss11g	Tmprss12	Tmprss13	Tmprss15	Tmprss2	Tmprss3	Tmprss4	Tmprss5	Tmprss6	Tmprss7	Tmprss9	Tmsb10	Tmsb15a	Tmsb15b1	Tmsb15b2	Tmsb15l	Tmsb4x	Tmtc1	Tmtc2	Tmtc3	Tmtc4	Tmub1	Tmub2	Tmx1	Tmx2	Tmx3	Tmx4	Tnc	Tnf	Tnfaip1	Tnfaip2	Tnfaip3	Tnfaip6	Tnfaip8	Tnfaip8l1	Tnfaip8l2	Tnfaip8l3	Tnfrsf10b	Tnfrsf11a	Tnfrsf11b	Tnfrsf12a	Tnfrsf13b	Tnfrsf13c	Tnfrsf14	Tnfrsf17	Tnfrsf18	Tnfrsf19	Tnfrsf1a	Tnfrsf1b	Tnfrsf21	Tnfrsf22	Tnfrsf23	Tnfrsf25	Tnfrsf26	Tnfrsf4	Tnfrsf8	Tnfrsf9	Tnfsf10	Tnfsf11	Tnfsf12	Tnfsf13	Tnfsf13b	Tnfsf14	Tnfsf15	Tnfsf18	Tnfsf4	Tnfsf8	Tnfsf9	Tnik	Tnip1	Tnip2	Tnip3	Tnk1	Tnk2	Tnks	Tnks1bp1	Tnks2	Tnmd	Tnn	Tnnc1	Tnnc2	Tnni1	Tnni2	Tnni3	Tnni3k	Tnnt1	Tnnt2	Tnnt3	Tnp1	Tnp2	Tnpo1	Tnpo2	Tnpo3	Tnr	Tnrc18	Tnrc6a	Tnrc6b	Tnrc6c	Tns1	Tns3	Tns4	Tnxb	Tob1	Tob2	Toe1	Tollip	Tom1	Tom1l1	Tom1l2	Tomm20	Tomm20l	Tomm22	Tomm34	Tomm40	Tomm40l	Tomm5	Tomm6	Tomm7	Tomm70a	Tomt	Tonsl	Top1	Top1mt	Top2a	Top2b	Top3a	Top3b	Topbp1	Topors	Tor1a	Tor1aip1	Tor1aip2	Tor1b	Tor2a	Tor3a	Tox	Tox2	Tox3	Tox4	Tpbg	Tpbpa	Tpbpb	Tpcn1	Tpcn2	Tpd52	Tpd52l1	Tpd52l2	Tph1	Tph2	Tpi1	Tpk1	Tpm1	Tpm2	Tpm3	Tpm4	Tpmt	Tpo	Tpp1	Tpp2	Tppp	Tppp2	Tppp3	Tpr	Tpra1	Tprg	Tprgl	Tprkb	Tprn	Tpsab1	Tpsb2	Tpsg1	Tpst1	Tpst2	Tpt1	Tpte	Tpx2	Tra2a	Tra2b	Trabd	Tradd	Traf1	Traf2	Traf3	Traf3ip1	Traf3ip2	Traf3ip3	Traf4	Traf5	Traf6	Traf7	Trafd1	Traip	Trak1	Trak2	Tram1	Tram1l1	Tram2	Trank1	Trap1	Trap1a	Trappc1	Trappc10	Trappc2	Trappc2l	Trappc3	Trappc4	Trappc5	Trappc6a	Trappc6b	Trappc8	Trappc9	Trat1	Trcg1	Trdmt1	Trdn	Treh	Trem1	Trem2	Trem3	Treml1	Treml2	Treml4	Trerf1	Trex1	Trex2	Trf	Trh	Trhde	Trhr	Trhr2	Triap1	Trib1	Trib2	Trib3	Tril	Trim10	Trim11	Trim12a	Trim12c	Trim13	Trim14	Trim15	Trim16	Trim17	Trim2	Trim21	Trim23	Trim24	Trim25	Trim26	Trim27	Trim28	Trim29	Trim3	Trim30a	Trim30b	Trim30d	Trim30e-ps1	Trim31	Trim32	Trim33	Trim34a	Trim34b	Trim35	Trim36	Trim37	Trim38	Trim39	Trim40	Trim41	Trim42	Trim43a	Trim43b	Trim43c	Trim44	Trim45	Trim46	Trim47	Trim50	Trim52	Trim54	Trim55	Trim56	Trim58	Trim59	Trim6	Trim60	Trim61	Trim62	Trim63	Trim65	Trim66	Trim67	Trim68	Trim69	Trim7	Trim71	Trim72	Trim75	Trim8	Trim9	Triml1	Triml2	Trio	Triobp	Trip10	Trip11	Trip12	Trip13	Trip4	Trip6	Trit1	Trmt1	Trmt11	Trmt112	Trmt12	Trmt2a	Trmt2b	Trmt5	Trmt6	Trmt61a	Trmt61b	Trmu	Trnau1ap	Trnp1	Trnt1	Tro	Troap	Trove2	Trp53	Trp53bp1	Trp53bp2	Trp53i11	Trp53i13	Trp53inp1	Trp53inp2	Trp53rk	Trp63	Trp73	Trpa1	Trpc1	Trpc2	Trpc3	Trpc4	Trpc4ap	Trpc5	Trpc6	Trpc7	Trpd52l3	Trpm1	Trpm2	Trpm3	Trpm4	Trpm5	Trpm6	Trpm7	Trpm8	Trps1	Trpt1	Trpv1	Trpv2	Trpv3	Trpv4	Trpv5	Trpv6	Trrap	Trub1	Trub2	Try10	Try4	Try5	Tsc1	Tsc2	Tsc22d1	Tsc22d2	Tsc22d3	Tsc22d4	Tsen15	Tsen2	Tsen34	Tsen54	Tsfm	Tsg101	Tsga10	Tsga13	Tsga14	Tsga8	Tshb	Tshr	Tshz1	Tshz2	Tshz3	Tsix	Tsks	Tsku	Tslp	Tsn	Tsnax	Tsnaxip1	Tspan1	Tspan10	Tspan11	Tspan12	Tspan13	Tspan14	Tspan15	Tspan17	Tspan18	Tspan2	Tspan3	Tspan31	Tspan32	Tspan33	Tspan4	Tspan5	Tspan6	Tspan7	Tspan8	Tspan9	Tspo	Tspo2	Tspy-ps	Tspyl1	Tspyl2	Tspyl3	Tspyl4	Tspyl5	Tsr1	Tsr2	Tssc1	Tssc4	Tssk1	Tssk2	Tssk3	Tssk4	Tssk5	Tssk6	Tst	Tsta3	Tstd1	Tstd2	Tsx	Ttbk1	Ttbk2	Ttc1	Ttc12	Ttc13	Ttc14	Ttc15	Ttc16	Ttc17	Ttc18	Ttc19	Ttc21a	Ttc21b	Ttc22	Ttc23	Ttc23l	Ttc24	Ttc25	Ttc26	Ttc27	Ttc28	Ttc29	Ttc3	Ttc30a1	Ttc30a2	Ttc30b	Ttc32	Ttc33	Ttc34	Ttc35	Ttc36	Ttc37	Ttc38	Ttc39a	Ttc39b	Ttc39c	Ttc39d	Ttc4	Ttc5	Ttc7	Ttc7b	Ttc8	Ttc9	Ttc9b	Ttc9c	Ttf1	Ttf2	Tti1	Tti2	Ttk	Ttl	Ttll1	Ttll10	Ttll11	Ttll12	Ttll13	Ttll2	Ttll3	Ttll4	Ttll5	Ttll6	Ttll7	Ttll8	Ttll9	Ttn	Ttpa	Ttpal	Ttr	Ttyh1	Ttyh2	Ttyh3	Tub	Tuba1a	Tuba1b	Tuba1c	Tuba3a	Tuba3b	Tuba4a	Tuba8	Tubal3	Tubb1	Tubb2a	Tubb2a-ps2	Tubb2b	Tubb3	Tubb4a	Tubb4b	Tubb5	Tubb6	Tubd1	Tube1	Tubg1	Tubg2	Tubgcp2	Tubgcp3	Tubgcp4	Tubgcp5	Tubgcp6	Tufm	Tuft1	Tug1	Tulp1	Tulp2	Tulp3	Tulp4	Tusc1	Tusc2	Tusc3	Tusc5	Tut1	Twf1	Twf2	Twist1	Twist2	Twistnb	Twsg1	Txk	Txlna	Txlnb	Txlng	Txn1	Txn2	Txndc11	Txndc12	Txndc15	Txndc16	Txndc17	Txndc2	Txndc3	Txndc5	Txndc6	Txndc8	Txndc9	Txnip	Txnl1	Txnl4a	Txnl4b	Txnrd1	Txnrd2	Txnrd3	Tyk2	Tymp	Tyms	Tyms-ps	Tyr	Tyro3	Tyrobp	Tyrp1	Tysnd1	Tyw1	Tyw3	U05342	U2af1	U2af1l4	U2af2	U90926	Uaca	Uap1	Uap1l1	Uba1	Uba2	Uba3	Uba5	Uba52	Uba6	Uba7	Ubac1	Ubac2	Ubap1	Ubap2	Ubap2l	Ubash3a	Ubash3b	Ubb	Ubc	Ubd	Ube1y1	Ube2a	Ube2b	Ube2c	Ube2cbp	Ube2d1	Ube2d2	Ube2d3	Ube2dnl	Ube2e1	Ube2e2	Ube2e3	Ube2f	Ube2g1	Ube2g2	Ube2h	Ube2i	Ube2j1	Ube2j2	Ube2k	Ube2l3	Ube2l6	Ube2m	Ube2n	Ube2o	Ube2q1	Ube2q2	Ube2ql1	Ube2r2	Ube2s	Ube2t	Ube2u	Ube2v1	Ube2v2	Ube2w	Ube2z	Ube3a	Ube3b	Ube3c	Ube4a	Ube4b	Ubfd1	Ubiad1	Ubl3	Ubl4	Ubl4b	Ubl5	Ubl7	Ublcp1	Ubn1	Ubn2	Ubox5	Ubp1	Ubqln1	Ubqln2	Ubqln3	Ubqln4	Ubqlnl	Ubr1	Ubr2	Ubr3	Ubr4	Ubr5	Ubr7	Ubtd1	Ubtd2	Ubtf	Ubtfl1	Ubxn1	Ubxn10	Ubxn11	Ubxn2a	Ubxn2b	Ubxn4	Ubxn6	Ubxn7	Ubxn8	Uchl1	Uchl3	Uchl4	Uchl5	Uck1	Uck2	Uckl1	Ucma	Ucn	Ucn2	Ucn3	Ucp1	Ucp2	Ucp3	Uevld	Ufc1	Ufd1l	Ufm1	Ufsp1	Ufsp2	Ugcg	Ugdh	Uggt1	Uggt2	Ugp2	Ugt1a1	Ugt1a10	Ugt1a2	Ugt1a5	Ugt1a6a	Ugt1a6b	Ugt1a7c	Ugt1a9	Ugt2a1	Ugt2a2	Ugt2a3	Ugt2b1	Ugt2b34	Ugt2b35	Ugt2b36	Ugt2b37	Ugt2b38	Ugt2b5	Ugt3a1	Ugt3a2	Ugt8a	Uhmk1	Uhrf1	Uhrf1bp1	Uhrf1bp1l	Uhrf2	Uimc1	Ulbp1	Ulk1	Ulk2	Ulk3	Ulk4	Umod	Umodl1	Umps	Unc119	Unc119b	Unc13a	Unc13b	Unc13c	Unc13d	Unc45a	Unc45b	Unc50	Unc5a	Unc5b	Unc5c	Unc5cl	Unc5d	Unc79	Unc80	Unc93a	Unc93b1	Uncx	Ung	Unk	Unkl	Uox	Upb1	Upf1	Upf2	Upf3a	Upf3b	Upk1a	Upk1b	Upk2	Upk3a	Upk3b	Upp1	Upp2	Uprt	Uqcc	Uqcr10	Uqcr11	Uqcrb	Uqcrc1	Uqcrc2	Uqcrfs1	Uqcrh	Uqcrq	Urb1	Urb2	Urgcp	Urm1	Uroc1	Urod	Uros	Use1	Usf1	Usf2	Ush1c	Ush1g	Ush2a	Ushbp1	Usmg5	Uso1	Usp1	Usp10	Usp11	Usp12	Usp13	Usp14	Usp15	Usp16	Usp17l5	Usp18	Usp19	Usp2	Usp20	Usp21	Usp22	Usp24	Usp25	Usp26	Usp27x	Usp28	Usp29	Usp3	Usp30	Usp31	Usp32	Usp33	Usp34	Usp35	Usp36	Usp37	Usp38	Usp39	Usp4	Usp40	Usp42	Usp43	Usp44	Usp45	Usp46	Usp47	Usp48	Usp49	Usp5	Usp50	Usp51	Usp53	Usp54	Usp6nl	Usp7	Usp8	Usp9x	Usp9y	Uspl1	Ust	Utf1	Utp11l	Utp14a	Utp14b	Utp15	Utp18	Utp20	Utp23	Utp3	Utp6	Utrn	Uts2	Uts2d	Uts2r	Uty	Uvrag	Uxs1	Uxt	V1ra8	V1rd18	V1rd19	V1rg10	Vac14	Vamp1	Vamp2	Vamp3	Vamp4	Vamp5	Vamp7	Vamp8	Vangl1	Vangl2	Vapa	Vapb	Vars	Vars2	Vash1	Vash2	Vasn	Vasp	Vat1	Vat1l	Vaultrc5	Vav1	Vav2	Vav3	Vax1	Vax2	Vax2os1	Vax2os2	Vbp1	Vcam1	Vcan	Vcl	Vcp	Vcpip1	Vdac1	Vdac2	Vdac3	Vdr	Vegfa	Vegfb	Vegfc	Veph1	Vezf1	Vezt	Vgf	Vgll1	Vgll2	Vgll3	Vgll4	Vhl	Vil1	Vill	Vim	Vip	Vipar	Vipr1	Vipr2	Vit	Vkorc1	Vkorc1l1	Vldlr	Vma21	Vmac	Vmn1r-ps103	Vmn1r-ps79	Vmn1r1	Vmn1r10	Vmn1r100	Vmn1r101	Vmn1r103	Vmn1r104	Vmn1r107	Vmn1r11	Vmn1r111	Vmn1r112	Vmn1r113	Vmn1r114	Vmn1r115	Vmn1r116	Vmn1r117	Vmn1r118	Vmn1r119	Vmn1r12	Vmn1r120	Vmn1r121	Vmn1r122	Vmn1r123	Vmn1r124	Vmn1r125	Vmn1r126	Vmn1r127	Vmn1r128	Vmn1r129	Vmn1r13	Vmn1r130	Vmn1r132	Vmn1r135	Vmn1r137	Vmn1r139	Vmn1r14	Vmn1r142	Vmn1r143	Vmn1r148	Vmn1r149	Vmn1r15	Vmn1r151	Vmn1r152	Vmn1r155	Vmn1r157	Vmn1r158	Vmn1r159	Vmn1r16	Vmn1r160	Vmn1r163	Vmn1r165	Vmn1r167	Vmn1r168	Vmn1r169	Vmn1r17	Vmn1r170	Vmn1r171	Vmn1r172	Vmn1r173	Vmn1r174	Vmn1r175	Vmn1r176	Vmn1r177	Vmn1r178	Vmn1r179	Vmn1r18	Vmn1r180	Vmn1r181	Vmn1r183	Vmn1r184	Vmn1r185	Vmn1r186	Vmn1r187	Vmn1r188	Vmn1r189	Vmn1r19	Vmn1r191	Vmn1r192	Vmn1r193	Vmn1r194	Vmn1r195	Vmn1r196	Vmn1r197	Vmn1r198	Vmn1r199	Vmn1r2	Vmn1r20	Vmn1r200	Vmn1r201	Vmn1r202	Vmn1r203	Vmn1r204	Vmn1r205	Vmn1r206	Vmn1r207-ps	Vmn1r208	Vmn1r209	Vmn1r21	Vmn1r210	Vmn1r211	Vmn1r212	Vmn1r213	Vmn1r214	Vmn1r215	Vmn1r216	Vmn1r217	Vmn1r218	Vmn1r219	Vmn1r22	Vmn1r220	Vmn1r221	Vmn1r222	Vmn1r223	Vmn1r224	Vmn1r225	Vmn1r226	Vmn1r227	Vmn1r228	Vmn1r229	Vmn1r23	Vmn1r230	Vmn1r231	Vmn1r232	Vmn1r233	Vmn1r234	Vmn1r235	Vmn1r236	Vmn1r237	Vmn1r238	Vmn1r24	Vmn1r25	Vmn1r26	Vmn1r27	Vmn1r28	Vmn1r29	Vmn1r3	Vmn1r30	Vmn1r31	Vmn1r32	Vmn1r33	Vmn1r34	Vmn1r35	Vmn1r36	Vmn1r37	Vmn1r38	Vmn1r39	Vmn1r4	Vmn1r40	Vmn1r41	Vmn1r42	Vmn1r43	Vmn1r44	Vmn1r45	Vmn1r46	Vmn1r47	Vmn1r48	Vmn1r49	Vmn1r5	Vmn1r50	Vmn1r51	Vmn1r52	Vmn1r53	Vmn1r54	Vmn1r55	Vmn1r56	Vmn1r57	Vmn1r58	Vmn1r59	Vmn1r6	Vmn1r60	Vmn1r61	Vmn1r62	Vmn1r63	Vmn1r64	Vmn1r65	Vmn1r66	Vmn1r67	Vmn1r68	Vmn1r69	Vmn1r7	Vmn1r70	Vmn1r71	Vmn1r72	Vmn1r73	Vmn1r74	Vmn1r75	Vmn1r76	Vmn1r77	Vmn1r78	Vmn1r79	Vmn1r8	Vmn1r80	Vmn1r81	Vmn1r82	Vmn1r83	Vmn1r84	Vmn1r85	Vmn1r86	Vmn1r87	Vmn1r88	Vmn1r89	Vmn1r9	Vmn1r90	Vmn1r91	Vmn1r93	Vmn1r94	Vmn1r95	Vmn2r-ps11	Vmn2r-ps129	Vmn2r-ps159	Vmn2r-ps54	Vmn2r-ps60	Vmn2r1	Vmn2r10	Vmn2r100	Vmn2r101	Vmn2r102	Vmn2r103	Vmn2r104	Vmn2r105	Vmn2r106	Vmn2r107	Vmn2r108	Vmn2r109	Vmn2r11	Vmn2r110	Vmn2r111	Vmn2r112	Vmn2r113	Vmn2r114	Vmn2r115	Vmn2r116	Vmn2r117	Vmn2r118	Vmn2r12	Vmn2r120	Vmn2r121	Vmn2r122	Vmn2r123	Vmn2r13	Vmn2r14	Vmn2r15	Vmn2r16	Vmn2r17	Vmn2r18	Vmn2r19	Vmn2r2	Vmn2r20	Vmn2r21	Vmn2r22	Vmn2r23	Vmn2r24	Vmn2r25	Vmn2r26	Vmn2r27	Vmn2r28	Vmn2r29	Vmn2r3	Vmn2r30	Vmn2r31	Vmn2r32	Vmn2r33	Vmn2r34	Vmn2r35	Vmn2r36	Vmn2r37	Vmn2r38	Vmn2r39	Vmn2r4	Vmn2r40	Vmn2r41	Vmn2r42	Vmn2r43	Vmn2r44	Vmn2r45	Vmn2r46	Vmn2r47	Vmn2r48	Vmn2r49	Vmn2r5	Vmn2r50	Vmn2r51	Vmn2r52	Vmn2r53	Vmn2r54	Vmn2r55	Vmn2r56	Vmn2r57	Vmn2r58	Vmn2r59	Vmn2r6	Vmn2r60	Vmn2r61	Vmn2r62	Vmn2r63	Vmn2r65	Vmn2r66	Vmn2r67	Vmn2r68-ps	Vmn2r69	Vmn2r7	Vmn2r70	Vmn2r71	Vmn2r72-ps	Vmn2r73	Vmn2r74	Vmn2r75	Vmn2r76	Vmn2r77	Vmn2r78	Vmn2r79	Vmn2r8	Vmn2r80	Vmn2r81	Vmn2r82	Vmn2r83	Vmn2r84	Vmn2r85	Vmn2r86	Vmn2r87	Vmn2r88	Vmn2r89	Vmn2r9	Vmn2r90	Vmn2r91	Vmn2r92	Vmn2r93	Vmn2r94	Vmn2r95	Vmn2r96	Vmn2r97	Vmn2r98	Vmn2r99	Vmo1	Vmp1	Vnn1	Vnn3	Vopp1	Vprbp	Vpreb1	Vpreb2	Vpreb3	Vps11	Vps13a	Vps13b	Vps13c	Vps13d	Vps16	Vps18	Vps25	Vps26a	Vps26b	Vps28	Vps29	Vps33a	Vps33b	Vps35	Vps36	Vps37a	Vps37b	Vps37c	Vps37d	Vps39	Vps41	Vps45	Vps4a	Vps4b	Vps52	Vps53	Vps54	Vps72	Vps8	Vrk1	Vrk2	Vrk3	Vrtn	Vsig1	Vsig10	Vsig2	Vsig4	Vsig8	Vsnl1	Vstm2a	Vstm2b	Vstm2l	Vsx1	Vsx2	Vta1	Vtcn1	Vti1a	Vti1b	Vtn	Vwa1	Vwa2	Vwa3a	Vwa5a	Vwa5b1	Vwa5b2	Vwc2	Vwc2l	Vwce	Vwde	Vwf	Wac	Wap	Wapal	Wars	Wars2	Was	Wasf1	Wasf2	Wasf3	Wash	Wasl	Wbp1	Wbp11	Wbp2	Wbp2nl	Wbp4	Wbp5	Wbp7	Wbscr16	Wbscr17	Wbscr22	Wbscr25	Wbscr27	Wbscr28	Wdfy1	Wdfy2	Wdfy3	Wdfy4	Wdhd1	Wdpcp	Wdr1	Wdr11	Wdr12	Wdr13	Wdr16	Wdr17	Wdr18	Wdr19	Wdr20a	Wdr20b	Wdr24	Wdr25	Wdr26	Wdr27	Wdr3	Wdr31	Wdr33	Wdr34	Wdr35	Wdr36	Wdr37	Wdr38	Wdr4	Wdr41	Wdr43	Wdr44	Wdr45	Wdr45l	Wdr46	Wdr47	Wdr48	Wdr5	Wdr52	Wdr53	Wdr54	Wdr55	Wdr59	Wdr5b	Wdr6	Wdr60	Wdr61	Wdr62	Wdr63	Wdr64	Wdr65	Wdr67	Wdr69	Wdr7	Wdr70	Wdr72	Wdr73	Wdr74	Wdr75	Wdr76	Wdr77	Wdr78	Wdr8	Wdr81	Wdr82	Wdr83	Wdr85	Wdr86	Wdr89	Wdr90	Wdr91	Wdr92	Wdr93	Wdr95	Wdr96	Wdsub1	Wdtc1	Wdyhv1	Wee1	Wee2	Wfdc1	Wfdc10	Wfdc11	Wfdc12	Wfdc13	Wfdc15a	Wfdc15b	Wfdc16	Wfdc2	Wfdc3	Wfdc5	Wfdc6a	Wfdc6b	Wfdc8	Wfdc9	Wfikkn1	Wfikkn2	Wfs1	Whamm	Whrn	Whsc1	Whsc1l1	Whsc2	Wibg	Wif1	Wipf1	Wipf2	Wipf3	Wipi1	Wipi2	Wisp1	Wisp2	Wisp3	Wiz	Wls	Wnk1	Wnk2	Wnk4	Wnt1	Wnt10a	Wnt10b	Wnt11	Wnt16	Wnt2	Wnt2b	Wnt3	Wnt3a	Wnt4	Wnt5a	Wnt5b	Wnt6	Wnt7a	Wnt7b	Wnt8a	Wnt8b	Wnt9a	Wnt9b	Wrap53	Wrb	Wrn	Wrnip1	Wsb1	Wsb2	Wscd1	Wscd2	Wt1	Wtap	Wtip	Wwc1	Wwc2	Wwox	Wwp1	Wwp2	Wwtr1	X99384	Xab2	Xaf1	Xbp1	Xcl1	Xcr1	Xdh	Xiap	Xirp1	Xirp2	Xist	Xk	Xkr4	Xkr5	Xkr6	Xkr7	Xkr8	Xkr9	Xkrx	Xlr	Xlr3a	Xlr3b	Xlr3c	Xlr4a	Xlr4b	Xlr4c	Xlr5a	Xlr5b	Xlr5c	Xpa	Xpc	Xpnpep1	Xpnpep2	Xpnpep3	Xpo1	Xpo4	Xpo5	Xpo6	Xpo7	Xpot	Xpr1	Xrcc1	Xrcc2	Xrcc3	Xrcc4	Xrcc5	Xrcc6	Xrcc6bp1	Xrn1	Xrn2	Xrra1	Xylb	Xylt1	Xylt2	Yaf2	Yap1	Yars	Yars2	Ybey	Ybx1	Ybx2	Ydjc	Yeats2	Yeats4	Yes1	Yif1a	Yif1b	Yipf1	Yipf2	Yipf3	Yipf4	Yipf5	Yipf6	Yipf7	Ykt6	Ylpm1	Yme1l1	Yod1	Ypel1	Ypel2	Ypel3	Ypel4	Ypel5	Yrdc	Ysk4	Ythdc1	Ythdc2	Ythdf1	Ythdf2	Ythdf3	Ywhab	Ywhae	Ywhag	Ywhah	Ywhaq	Ywhaz	Yy1	Yy2	Zadh2	Zan	Zap70	Zar1	Zar1l	Zbbx	Zbed3	Zbed4	Zbed6	Zbp1	Zbtb1	Zbtb10	Zbtb11	Zbtb12	Zbtb16	Zbtb17	Zbtb2	Zbtb20	Zbtb22	Zbtb24	Zbtb25	Zbtb26	Zbtb3	Zbtb32	Zbtb33	Zbtb34	Zbtb37	Zbtb38	Zbtb39	Zbtb4	Zbtb40	Zbtb41	Zbtb42	Zbtb43	Zbtb44	Zbtb45	Zbtb46	Zbtb48	Zbtb49	Zbtb5	Zbtb6	Zbtb7a	Zbtb7b	Zbtb7c	Zbtb8a	Zbtb8b	Zbtb8os	Zbtb9	Zc3h10	Zc3h11a	Zc3h12a	Zc3h12b	Zc3h12c	Zc3h12d	Zc3h13	Zc3h14	Zc3h15	Zc3h18	Zc3h3	Zc3h4	Zc3h6	Zc3h7a	Zc3h7b	Zc3h8	Zc3hav1	Zc3hav1l	Zc3hc1	Zc4h2	Zcchc10	Zcchc11	Zcchc12	Zcchc13	Zcchc14	Zcchc16	Zcchc17	Zcchc18	Zcchc2	Zcchc24	Zcchc3	Zcchc4	Zcchc5	Zcchc6	Zcchc7	Zcchc8	Zcchc9	Zcrb1	Zcwpw1	Zdbf2	Zdhhc1	Zdhhc11	Zdhhc12	Zdhhc13	Zdhhc14	Zdhhc15	Zdhhc16	Zdhhc17	Zdhhc18	Zdhhc19	Zdhhc2	Zdhhc20	Zdhhc21	Zdhhc22	Zdhhc23	Zdhhc24	Zdhhc25	Zdhhc3	Zdhhc4	Zdhhc5	Zdhhc6	Zdhhc7	Zdhhc8	Zdhhc9	Zeb1	Zeb2	Zer1	Zf12	Zfa	Zfand1	Zfand2a	Zfand2b	Zfand3	Zfand5	Zfand6	Zfat	Zfc3h1	Zfhx2	Zfhx2as	Zfhx3	Zfhx4	Zfml	Zfp1	Zfp101	Zfp105	Zfp106	Zfp108	Zfp109	Zfp11	Zfp110	Zfp111	Zfp112	Zfp113	Zfp114	Zfp119a	Zfp119b	Zfp12	Zfp120	Zfp128	Zfp13	Zfp131	Zfp133-ps	Zfp14	Zfp142	Zfp143	Zfp146	Zfp148	Zfp157	Zfp160	Zfp161	Zfp167	Zfp169	Zfp174	Zfp180	Zfp182	Zfp184	Zfp185	Zfp187	Zfp189	Zfp191	Zfp192	Zfp2	Zfp202	Zfp207	Zfp212	Zfp213	Zfp217	Zfp219	Zfp229	Zfp235	Zfp236	Zfp238	Zfp239	Zfp248	Zfp251	Zfp259	Zfp26	Zfp260	Zfp263	Zfp266	Zfp27	Zfp273	Zfp275	Zfp276	Zfp277	Zfp28	Zfp280b	Zfp280c	Zfp280d	Zfp281	Zfp282	Zfp286	Zfp287	Zfp292	Zfp295	Zfp296	Zfp3	Zfp30	Zfp300	Zfp316	Zfp317	Zfp318	Zfp319	Zfp322a	Zfp324	Zfp326	Zfp329	Zfp330	Zfp334	Zfp335	Zfp341	Zfp345	Zfp346	Zfp35	Zfp352	Zfp354a	Zfp354b	Zfp354c	Zfp358	Zfp36	Zfp362	Zfp365	Zfp366	Zfp367	Zfp369	Zfp36l1	Zfp36l2	Zfp36l3	Zfp37	Zfp382	Zfp383	Zfp384	Zfp385a	Zfp385b	Zfp385c	Zfp386	Zfp389	Zfp39	Zfp395	Zfp397	Zfp398	Zfp40	Zfp407	Zfp408	Zfp41	Zfp410	Zfp414	Zfp418	Zfp42	Zfp420	Zfp422	Zfp423	Zfp426	Zfp428	Zfp429	Zfp433	Zfp438	Zfp442	Zfp444	Zfp445	Zfp446	Zfp449	Zfp451	Zfp454	Zfp455	Zfp456	Zfp457	Zfp458	Zfp459	Zfp46	Zfp462	Zfp467	Zfp472	Zfp473	Zfp474	Zfp488	Zfp493	Zfp498	Zfp503	Zfp507	Zfp51	Zfp511	Zfp512	Zfp513	Zfp516	Zfp518a	Zfp518b	Zfp52	Zfp521	Zfp523	Zfp524	Zfp526	Zfp53	Zfp532	Zfp534	Zfp536	Zfp54	Zfp541	Zfp551	Zfp553	Zfp558	Zfp560	Zfp563	Zfp566	Zfp568	Zfp57	Zfp572	Zfp574	Zfp575	Zfp579	Zfp58	Zfp580	Zfp583	Zfp59	Zfp592	Zfp593	Zfp595	Zfp597	Zfp598	Zfp599	Zfp60	Zfp600	Zfp605	Zfp606	Zfp607	Zfp608	Zfp609	Zfp61	Zfp612	Zfp616	Zfp617	Zfp618	Zfp619	Zfp62	Zfp622	Zfp623	Zfp628	Zfp629	Zfp637	Zfp639	Zfp64	Zfp641	Zfp644	Zfp646	Zfp647	Zfp648	Zfp651	Zfp652	Zfp653	Zfp654	Zfp655	Zfp658	Zfp661	Zfp663	Zfp664	Zfp667	Zfp668	Zfp672	Zfp677	Zfp68	Zfp687	Zfp688	Zfp689	Zfp69	Zfp691	Zfp692	Zfp697	Zfp7	Zfp703	Zfp704	Zfp706	Zfp707	Zfp708	Zfp709	Zfp71-rs1	Zfp710	Zfp711	Zfp712	Zfp715	Zfp719	Zfp72	Zfp735	Zfp738	Zfp74	Zfp740	Zfp746	Zfp747	Zfp748	Zfp750	Zfp758	Zfp759	Zfp760	Zfp763	Zfp764	Zfp768	Zfp770	Zfp771	Zfp772	Zfp773	Zfp775	Zfp777	Zfp78	Zfp780b	Zfp781	Zfp783	Zfp784	Zfp786	Zfp787	Zfp788	Zfp790	Zfp791	Zfp799	Zfp800	Zfp804a	Zfp804b	Zfp808	Zfp809	Zfp81	Zfp810	Zfp811	Zfp819	Zfp82	Zfp820	Zfp821	Zfp825	Zfp827	Zfp828	Zfp830	Zfp831	Zfp839	Zfp84	Zfp846	Zfp85-rs1	Zfp862	Zfp865	Zfp866	Zfp867	Zfp868	Zfp869	Zfp87	Zfp870	Zfp871	Zfp872	Zfp873	Zfp874a	Zfp874b	Zfp879	Zfp882	Zfp9	Zfp90	Zfp91	Zfp92	Zfp93	Zfp930	Zfp931	Zfp932	Zfp933	Zfp934	Zfp935	Zfp936	Zfp937	Zfp938	Zfp939	Zfp94	Zfp940	Zfp941	Zfp942	Zfp943	Zfp944	Zfp945	Zfp946	Zfp947	Zfp948	Zfp949	Zfp951	Zfp952	Zfp953	Zfp954	Zfp955a	Zfp955b	Zfp956	Zfp957	Zfp958	Zfp959	Zfp960	Zfp961	Zfp963	Zfp964	Zfp97	Zfpl1	Zfpm1	Zfpm2	Zfr	Zfr2	Zfx	Zfy1	Zfy2	Zfyve1	Zfyve16	Zfyve19	Zfyve20	Zfyve21	Zfyve26	Zfyve27	Zfyve28	Zfyve9	Zg16	Zglp1	Zgpat	Zhx1	Zhx2	Zhx3	Zic1	Zic2	Zic3	Zic4	Zic5	Zik1	Zim1	Zim3	Zkscan1	Zkscan14	Zkscan16	Zkscan17	Zkscan2	Zkscan3	Zkscan4	Zkscan5	Zkscan6	Zmat1	Zmat2	Zmat3	Zmat4	Zmat5	Zmiz1	Zmiz2	Zmpste24	Zmym1	Zmym2	Zmym3	Zmym4	Zmym5	Zmym6	Zmynd10	Zmynd11	Zmynd12	Zmynd15	Zmynd17	Zmynd19	Zmynd8	Znf512b	Znfx1	Znhit1	Znhit2-ps	Znhit3	Znhit6	Znrd1	Znrd1as	Znrf1	Znrf2	Znrf3	Znrf4	Zp1	Zp2	Zp3	Zp3r	Zp4-ps	Zpbp	Zpbp2	Zpld1	Zranb1	Zranb2	Zranb3	Zrsr1	Zrsr2	Zscan10	Zscan12	Zscan18	Zscan2	Zscan20	Zscan21	Zscan22	Zscan29	Zscan4a	Zscan4b	Zscan4c	Zscan4d	Zscan4e	Zscan4f	Zscan5b	Zswim1	Zswim2	Zswim3	Zswim4	Zswim5	Zswim6	Zswim7	Zufsp	Zw10	Zwilch	Zwint	Zxda	Zxdb	Zxdc	Zyg11a	Zyg11b	Zyx	Zzef1	Zzz3	a	l7Rn6	zsGreen_transgene
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mean	0.118201	206.211996	35.938547	6.498383	16.328727	58.374008	25.044987	0.000882	0.064099	28.187004	70.221700	7.526316	36.139077	0.049103	16.154072	38.894149	138.515731	34.351367	56.893267	62.411938	0.005293	26.913261	140.201705	0.000294	52.139959	76.783593	0.182593	0.746545	0.936783	1.571597	0.052632	20.908262	2.128198	23.384887	9.241988	0.094090	15.249338	26.611291	122.546604	2.031461	9.602176	166.105557	19.583064	119.518671	39.182593	1.758012	60.838871	60.590415	14.299324	5.076154	22.239341	10.461923	12.677448	56.142899	1.401941	1.538959	0.710967	16.536901	15.377830	3.507792	1.451632	35.157601	11.790944	5.113496	12.371067	0.197001	0.0	28.630991	37.887092	0.598941	0.975889	11.785063	13.631579	41.092032	0.622170	0.004410	14.297266	12.107909	11.012349	20.853572	2.155542	144.459277	2.771538	61.577771	2.326375	17.255219	105.980006	20.439283	31.820641	13.498383	0.0	21.151426	24.355484	2.236695	226.785651	24.918259	0.593355	0.0	12.630991	27.008233	26.089974	5.666863	1.189944	19.768303	8.349015	14.852984	12.047927	16.668333	12.136724	0.002058	23.320200	43.891797	0.005293	0.730961	14.787709	51.850632	15.052338	0.083505	18.835637	83.574243	30.625110	15.594531	6.302852	14.421347	58.794178	50.189356	17.934725	12.835637	0.024699	5.302852	6.956483	5.633343	0.692737	0.569832	20.741547	113.936783	13.876213	0.047339	7.505440	3.142017	0.002352	33.167010	32.103793	16.137019	0.03499	0.0	0.147016	0.002940	0.0	6.691267	6.247574	0.0	11.566304	1.144075	0.301382	0.353425	1.276095	0.944134	0.551014	0.021464	0.518083	0.914143	0.519259	0.007939	0.734784	0.104969	0.429580	1.877389	2.588650	1.428991	0.0	0.153484	2.230226	0.179065	0.054102	0.0	0.048809	0.0	0.002646	1.077036	7.797413	0.0	0.000588	0.004704	0.158189	0.021758	0.110262	0.096148	0.885916	0.000294	0.087915	0.013819	2.268744	1.255513	0.019112	0.000588	0.028815	0.000588	5.237283	0.0	0.970009	0.0	0.0	0.001470	0.0	0.000294	2.170244	0.0	0.0	0.0	0.831226	0.001176	0.012937	0.0	0.0	0.017054	0.109380	0.0	0.0	0.440753	0.130550	10.612467	0.034108	0.000294	0.0	1.362540	0.0	1.315495	7.708321	0.317848	1.265804	0.0	0.047045	0.0	0.0	0.480153	0.980888	0.0	0.016466	0.174360	0.0	0.115260	0.026169	0.000882	0.040576	0.020582	0.009409	0.0	0.872979	0.030285	0.000294	0.0	0.0	5.329609	0.000588	0.0	0.024111	0.003822	1.437518	0.002058	0.0	0.005587	0.004704	0.145251	1.962658	0.0	0.401647	0.0	0.0	8.749191	0.0	34.102323	18.441341	0.122023	1.186710	0.002940	0.647163	0.0	0.0	0.026169	0.066745	0.000294	45.738018	2.939136	0.022934	0.015290	0.000882	0.0	11.014408	1.338724	11.602176	0.037930	18.713026	0.086739	0.0	0.001176	0.0	0.0	0.006175	0.111732	0.010879	0.024111	0.119671	0.000294	0.272567	0.304028	0.035284	1.042635	0.957954	0.134372	0.000294	0.081741	0.0	0.0	0.709791	0.0	0.000882	18.566598	8.880917	0.000294	0.034990	0.005881	1.948839	0.001764	0.001764	1.950309	0.321376	0.005587	1.581300	0.002058	0.0	0.149368	0.001470	0.000588	0.031755	0.0	0.747427	0.000882	1.397236	1.067039	0.0	0.612467	0.0	0.0	12.536019	0.0	3.896795	0.132608	0.095854	0.641282	0.008233	3.614231	0.118495	0.000294	0.0	0.043223	0.000294	0.837989	0.000588	0.054690	0.892679	15.117024	0.0	0.0	0.0	0.0	0.036754	0.0	0.00441	0.000588	0.0	0.222288	0.014702	27.398412	0.298442	0.066745	0.234343	0.0	0.0	1.150250	0.0	4.903264	17.306086	0.009115	0.0	24.051455	1.211408	7.614231	0.0	0.0	0.000588	0.008233	0.0	0.073802	0.0	0.0	0.004410	0.907674	0.0	0.065275	0.0	0.0	36.154954	0.127021	2.056748	0.0	0.0	3.683622	0.000294	0.170538	0.0	4.153190	7.843281	0.003234	0.069391	0.004410	8.229344	0.0	0.0	0.076154	0.254631	0.027051	0.015878	0.021170	0.003528	0.000588	0.040576	0.0	0.099971	0.025287	0.036754	0.000294	16.385181	0.025875	0.000294	0.064393	0.353131	0.0	0.027345	0.0	0.01823	0.0	0.024699	0.121729	0.310791	40.770362	0.0	0.001470	0.002646	0.688327	0.0	0.0	0.0	0.195237	1.009997	0.016172	0.0	0.138783	0.169362	0.0	0.0	1.766245	0.0	0.0	0.002352	32.698912	8.621288	0.760659	0.005587	0.046163	0.000882	0.148780	20.046163	2.885034	1.67539	0.0	0.088503	0.0	0.0	0.000588	0.0	0.087327	0.018818	5.932079	0.0	0.0	0.0	0.0	0.201705	0.226110	4.889444	0.049691	0.019700	0.242576	0.473096	0.001176	0.445457	0.261394	0.001176	0.603058	0.000882	13.495737	0.066745	0.00441	0.000588	0.006175	0.090268	0.0	0.715672	0.000588	0.512202	0.000882	0.149956	0.017936	0.0	6.149368	0.014408	6.178771	0.037342	3.114378	0.095560	0.775066	0.045281	0.0	0.090856	0.006175	0.003822	0.0	0.128492	0.018818	0.000294	1.626580	0.0	42.501911	0.130844	0.283152	0.000588	0.005881	0.156719	0.099383	0.0	0.0	0.001470	0.0	0.135842	56.905910	0.000588	0.122611	0.026463	26.975889	0.0	19.618348	0.0	0.074684	6.759188	0.115554	23.668627	0.420465	12.388415	0.106733	63.658336	35.513672	6.96354	12.503087	0.0	0.124963	0.179947	54.311379	0.074096	3.162599	18.107615	1.044987	30.970009	58.533373	48.711261	12.057630	0.655690	14.304322	33.072626	27.797118	3.208468	0.117612	1.174360	0.003234	24.471332	122.540135	33.039106	21.889150	22.348721	0.576595	75.780065	0.122023	22.353719	8.406939	0.0	39.549544	42.106733	0.889150	2.070273	17.879741	25.302558	0.0	0.045575	60.658336	0.000588	1.137313	0.135548	0.438695	22.985004	0.000588	0.0	5.085563	0.073802	0.025875	0.139077	19.500735	19.081153	2.486622	0.030579	0.002940	0.001764	73.295795	61.175831	0.161129	7.961482	7.683916	0.216701	0.003822	7.795648	0.835343	40.220523	3.304028	3.737430	11.870332	0.366069	0.037930	7.802705	14.379888	5.636577	28.845634	0.867686	0.004704	4.067627	2.760365	0.018818	0.004999	14.778889	46.051749	23.684211	28.402823	53.406057	25.383417	0.0	10.845046	15.516025	0.045869	10.243164	6.355778	0.938253	2.596883	0.127315	3.931785	7.425463	1.139371	0.0	13.278448	0.0	0.262864	1.137313	0.000294	0.524258	0.000882	0.0	0.0	0.0	11.658924	59.061747	1.450456	0.0	0.028521	0.055572	0.008527	0.0	0.051161	15.826816	34.691855	30.086445	14.899735	13.492208	44.293443	0.030579	0.000294	0.009115	0.030285	0.143781	8.873861	21.659806	0.000294	6.518377	6.770362	2.922376	0.009997	41.930315	1.575713	4.189356	11.217289	0.165834	0.000882	0.0	87.873567	0.005587	24.832696	12.020288	41.612467	17.333137	0.000294	0.838577	8.829462	0.099383	20.821229	0.0	1.383711	0.000294	15.783005	26.479271	57.203176	29.516025	9.496913	0.0	1.135254	1.524552	0.253749	0.131726	0.000294	0.0	67.780653	239.047633	37.020288	2.231697	52.737430	10.955307	10.199353	0.306086	0.0	0.000294	13.109086	0.0	11.550132	22.162599	5.726257	0.011467	0.000294	32.498383	0.240517	0.0	6.574537	4.195237	0.000294	0.034990	108.338430	96.891797	6.180829	90.750662	39.584534	7.591591	53.107027	17.285798	0.081741	0.040576	39.699206	0.116142	1.897089	2.660982	15.820935	0.013525	0.037342	0.001176	54.524258	12.416348	0.000588	9.677154	0.144369	1.469274	3.384005	24.346663	15.120259	0.928256	8.249632	8.460159	0.715966	0.0	13.953543	43.491032	0.0	0.0	10.528962	12.939136	0.538371	0.033814	0.0	87.488974	6.529256	33.633637	0.0	196.473978	101.97883	41.274625	23.218465	46.913555	0.115554	0.035578	91.733608	0.507204	25.839753	27.079976	10.248456	11.856219	14.002058	6.979124	0.001176	45.617465	0.355190	0.643340	57.174949	1.034402	2.937077	0.685975	22.317554	0.049691	0.032931	27.758894	9.369009	26.192884	5.968833	60.501911	2.143193	0.009115	8.610409	10.722435	2.455454	56.764481	2.848280	13.993825	0.329021	3.052044	0.139371	26.062923	30.837401	4.271097	11.434872	0.881799	5.475448	0.293443	48.299912	17.646281	12.925022	0.205234	13.182299	0.003822	46.198177	4.287268	24.857395	1.007645	4.576595	3.117318	7.400176	7.192002	1.393414	93.980006	13.097912	0.080859	5.224640	15.414878	0.207292	2.805645	0.000588	150.732726	0.0	3.285504	18.620700	14.976183	1.175243	10.205234	12.918847	28.828286	12.213761	10.778889	0.058806	15.585122	83.227580	1.122023	39.777712	14.959130	5.218759	36.681858	4.456630	2.964422	1.037342	10.572185	0.538371	0.620406	3.867098	4.911791	33.992355	2.368715	0.002646	0.156131	36.670097	113.295501	1.226404	0.537489	31.714496	6.319318	4.545134	52.407233	4.646281	58.831520	4.516613	29.300794	104.864746	0.115260	0.196707	2.284622	42.513966	2.338430	15.446633	380.680682	0.000294	30.663040	1.753014	2.162599	1.015878	0.710379	0.331079	38.526904	39.871802	27.658630	0.154072	14.96648	12.165834	5.898265	11.991179	0.013819	1.165540	209.304910	4.895031	0.485151	0.000588	18.339312	38.723023	0.044399	137.067921	2.158483	1.182593	9.893267	0.970009	15.98324	2.876801	36.007351	6.800353	3.869744	1.820347	0.0	0.000588	0.958836	21.801529	26.171714	0.496619	0.667157	10.174066	16.875331	2.093796	9.693325	9.134666	6.197589	59.700382	4.690091	3.431638	2.133784	0.056160	5.098500	8.146428	2.123493	0.346957	0.920318	7.987945	42.044105	1.195531	0.011761	0.370479	56.026463	0.434578	0.405763	35.661570	1.737724	0.0	0.111144	0.421053	1.295501	26.466627	5.017936	15.382535	18.496913	0.074684	16.072038	0.634813	0.544840	0.556307	235.006763	0.0	4.928844	5.924434	0.000588	2.753896	4.186122	3.168480	0.0	0.0	0.392238	1.141135	0.892091	1.232579	25.320494	1.541311	0.000882	14.989121	0.075860	0.523964	0.005293	245.622170	6.546310	0.000882	0.006175	0.001764	0.086151	1.071744	0.0	0.004999	0.002940	0.0	0.007645	5.835931	0.0	0.127904	0.060864	0.0	72.687739	0.309615	0.000294	0.299324	0.0	0.120553	3.341958	0.515437	13.763305	0.002352	2.994119	0.000294	0.001470	0.004116	1.389003	0.450456	0.005293	5.617171	0.0	0.0	0.211408	0.002646	6.605116	3.576007	0.000294	0.0	0.003234	0.0	0.544252	0.0	0.000294	0.019994	0.011761	0.0	92.013231	0.005587	0.0	0.0	0.007057	0.122023	0.300500	1.468392	0.004704	1.537489	0.000588	0.245516	0.031167	0.031167	0.006469	0.0	0.008527	1.027933	0.219053	0.002646	0.0	0.269921	0.933843	0.0	22.890326	0.071450	0.029697	0.0	0.069685	1.209644	0.106439	0.046751	6.178183	20.449868	1.210232	0.011467	0.002646	0.267862	0.199647	3.973243	0.0	0.162305	0.026463	0.040282	0.0	0.839753	0.0	0.0	0.464863	0.0	0.0	13.373714	0.005587	0.011761	0.000588	0.0	0.032049	0.000294	2.629815	0.0	0.000294	0.0	0.000588	0.0	0.0	0.0	0.001176	0.0	0.807998	0.0	0.0	0.009115	0.363128	23.361364	0.092620	0.000588	0.164951	0.235519	0.163775	0.074684	0.0	0.184358	0.035578	0.000294	0.0	0.000882	0.0	0.019112	0.0	0.0	0.042340	0.000294	1.364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3	82.413114	17.994413	172.545134	32.090268	28.072920	73.937959	1.552485	41.805351	35.803881	23.630991	6.396648	56.222582	9.886210	361.796824	76.652455	0.068803	45.980888	36.269627	51.579829	112.123787	105.040282	13.376948	34.899147	31.684505	30.626286	0.061158	5.491326	1.883858	17.434872	47.234049	7.411350	42.198177	9.338136	11.814172	234.845340	122.181417	31.619818	0.000294	0.028521	7.511614	129.210232	156.191414	121.712732	114.905028	16.630403	7.698324	15.828874	12.059688	53.063217	191.289033	49.404293	25.192884	0.010291	0.897677	22.311967	0.836519	9.647751	0.0	4.367245	206.286974	37.030579	3.019406	20.103205	0.0	0.052632	109.814760	82.938253	31.092032	17.393414	168.754484	2.175537	0.203764	39.195825	25.962070	20.365775	22.829168	142.811526	48.675390	17.174655	38.122317	7.678036	2.203470	14.258159	31.773008	4.581888	0.988239	0.793590	8.698324	0.807704	2.052044	1.641282	0.20641	0.0	0.0	0.000294	0.006763	4.182887	0.0	0.000294	0.311379	0.532490	1.056748	6.794766	2.007939	117.475742	2.354602	123.197295	0.000294	998.144663	1784.529550	23.521611	2.335196	16.638342	0.000882	0.589238	0.207880	0.007351	32.310791	0.308145	0.154072	0.004704	4.281094	0.062335	10.636872	1.000882	0.035872	7.869744	3.340194	18.725375	6.289915	0.592473	0.006175	1.751250	5.792414	8.932961	3.683328	6.444281	154.129080	208.481329	33.454278	0.178183	1.741841	0.001470	67.590415	44.983828	0.0	0.0	0.000882	4.33696	0.658042	0.035872	0.014113	0.072332	0.000588	0.0	0.017054	0.002058	0.000294	2.211702	1.234931	10.711849	0.265216	30.406939	0.000588	0.011467	16.058806	122.124963	64.678036	40.800353	5.309615	21.149956	9.048221	0.037930	0.000882	13.830638	45.271391	1.617759	1.136430	0.081741	0.000294	0.000294	0.004999	0.0	0.000294	0.011173	0.082035	0.005881	0.0	0.0	0.165540	0.0	0.003528	0.879153	13.026169	0.000588	0.0	49.243458	1.645692	0.097324	0.007057	0.003822	91.734784	3.189356	340.067039	10.929433	2.030579	101.041164	26.807704	0.054396	0.031461	119.011467	254.228756	117.255807	65.919435	0.563070	108.684799	9.01823	4.935313	0.214643	59.676860	63.435166	38.925610	8.233755	2.543958	13.017936	0.043811	0.000882	0.0	0.0	0.0	0.004999	0.00441	0.0	0.0	0.0	0.0	0.0	0.001470	0.0	0.0	40.296383	25.028521	1.602176	16.495148	21.381358	10.025875	66.799177	8.362246	87.893267	6.764481	0.074978	55.137901	60.903558	0.051161	17.444575	0.0	83.419288	26.581888	901.955895	64.541605	8.411644	12.686269	10.725081	1.178183	52.098500	0.0	49.935019	153.325787	53.076742	38.868862	10.702146	17.455454	15.369891	14.417230	26.084975	32.764775	110.260218	166.446339	3.366951	61.098206	5.574537	175.023817	47.411644	2.560717	0.586886	0.0	59.579829	79.498677	62.852984	18.471332	97.234343	4.439577	76.521023	93.346663	1.028227	0.014113	23.959130	24.194649	50.941782	144.637460	4.373420	1.481035	25.389297	65.432814	71.483975	99.784475	5.649809	270.981476	160.914731	55.954719	138.393414	69.615701	95.234343	54.071156	24.432520	0.0	84.390473	6.984710	101.589827	20.341370	41.394590	25.224052	43.556895	25.602470	5.050573	24.964422	10.840047	95.859453	31.338136	2.137019	265.611585	134.20641	153.531608	71.369597	55.452220	29.136724	11.063217	6.909144	1.293737	0.290503	0.985592	0.074978	0.0	0.0	105.014996	14.809468	0.004116	0.0	0.000294	0.0	0.000882	0.022052	0.0	0.000588	0.000588	88.60541	2.648927	49.772714	14.511614	15.322552	27.087327	51.152896	48.596883	98.898265	30.066157	24.683622	1.337842	0.000294	58.807704	63.192002	32.463099	16.954131	11.038224	17.358130	64.126727	5.597177	2.047339	30.352543	12.236401	10.533667	6.857395	8.020582	0.082329	0.823581	0.579535	0.072920	17.817113	57.023522	0.200235	46.050867	32.742135	54.588650	9.249338	0.149368	13.906792	4.225228	11.720376	21.524258	101.114084	166.175537	18.978830	16.488092	2.378418	98.591885	16.904146	45.412820	14.832402	71.703029	0.183181	3.311085	10.512202	16.882094	66.075860	17.037930	3.279624	4.878565	0.336666	0.845046	4.107909	15.732726	0.487504	0.0	0.000588	0.000882	0.001176	0.691855	47.945604	38.556601	182.013819	3.107027	48.183181	18.038518	64.508674	11.990003	29.552485	13.282564	137.783887	16.994707	3.944134	0.001470	8.062923	0.356366	8.885916	1.724787	9.796530	1.796530	28.170538	29.966480	45.897677	14.749191	13.613937	658.955895	0.014113	83.129962	114.505146	180.044693	43.459571	47.674213	77.096442	0.692149	2.268450	23.541017	4.980888	45.811232	17.671273	41.371067	0.000588	22.435460	15.521023	112.054102	62.871802	0.047339	14.374890	97.824463	106.467510	65.422229	50.688327	113.924434	1.301088	137.944134	15.671567	26.880329	43.609821	0.690091	6.754484	7.366657	29.942076	24.630697	45.139959	56.583358	121.357542	158.641282	29.047339	79.501617	10.909732	144.325787	12.233755	10.846222	15.018230	52.722141	0.578947	12.121141	0.665393	96.341958	87.593943	158.175243	20.767715	0.0	28.605704	5.308439	28.859747	17.401647	76.616583	7.156131	169.146133	27.571597	0.004116	0.0	0.063217	0.012643	0.015290	0.001176	0.000588	0.0	0.000588	0.0	0.0	0.000294	0.474860	0.0	25.450456	0.689503	0.092914	28.283446	18.157601	105.195825	40.558365	141.591297	38.669215	69.966774	1.056160	0.000294	15.567480	57.583358	5.114672	67.552779	45.528080	32.781535	18.653337	12.017642	60.873861	20.972361	147.262864	18.174949	0.794472	10.503675	0.206704	11.729785	36.194355	15.735666	2.846810	30.145839	8.114966	11.591885	81.960012	6.246986	0.700676	0.0	0.041458	0.0	0.000294	1.335784	6.643634	43.483387	6.737430	0.051455	0.000294	0.000882	0.0	0.000294	0.0	0.0	0.0	24.258159	100.485739	29.254925	34.603352	0.084681	0.040576	2.017642	0.0	0.048515	0.000294	0.002940	2.104087	1.990885	15.14878	0.900911	102.776830	0.738018	14.204940	17.654513	79.003822	11.280506	0.189062	0.000294	0.932961	27.830050	73.184064	30.044987	32.141723	115.025581	34.620994	0.030873	42.306380	33.259041	60.180535	59.964716	26.836519	7.159659	0.342546	28.116142	17.837695	19.576595	254.057630	1.160835	172.220817	85.854749	3.211702	1635.019994	6.918259	11.558659	1.026169	2.575419	6.129080	1.100265	1.345487	8.202293	22.164657	17.039694	4.565128	8.093796	0.000882	2.556307	1.386945	37.602764	0.222876	1.049103	1.924728	51.578065	6.748897	0.155837	1.014408	0.0	0.000294	0.000294	0.0	0.0	0.0	0.000882	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.048515	30.160247	28.685387	4.275507	33.604234	2.535725	0.017936	77.292561	17.085563	11.534549	15.332843	0.112614	0.0	0.034108	0.249632	83.528962	19.055572	4.101147	24.692443	45.190826	43.540135	27.661276	38.578359	62.442223	10.198765	9.831814	16.892973	10.274331	5.647163	16.242282	28.068803	3.897971	2.918847	5.998236	13.319612	29.545722	12.418406	25.377242	0.032343	19.698618	76.980300	96.461335	1.162599	14.360482	281.143781	261.284328	97.187004	2.891797	0.059982	605.123199	33.829756	20.324316	33.522787	113.972949	29.641870	35.577183	12.785651	45.558365	101.703911	21.300206	32.215525	15.368127	46.848868	0.009409	39.227580	33.281094	23.201999	0.331373	0.000294	0.260218	0.0	0.0	0.0	0.001176	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.000588	0.120259	0.000294	0.000294	0.0	0.000294	0.002646	0.009115	0.0	0.0	0.0	0.0	0.0	0.0	0.0	8.557777	0.271685	6.408409	10.520729	8.109674	184.288739	38.982652	60.735666	0.858865	13.516319	26.236401	51.336666	1.317848	16.291679	31.139371	74.552191	61.248456	14.974713	106.216113	33.171714	2.882388	25.634225	0.0	22.538371	6.524846	13.449868	8.378124	11.885034	1.873273	6.491326	31.796236	37.389591	28.287562	5.852396	3.655984	6.334901	45.374596	18.523964	149.916495	31.263452	21.820641	39.528374	20.640106	11.457218	17.987945	14.250809	4.459277	48.697736	26.507498	17.493972	55.750074	19.728903	19.568950	0.000294	1.788592	61.894737	5.843281	12.160541	17.169950	0.0	2.079094	6.712732	0.002352	7.575125	0.005587	0.436342	0.0	19.387239	1.134372	0.0	0.308145	16.262864	0.256983	0.001470	0.087033	1.172890	55.456924	16.521611	1.778595	37.944722	20.119965	5.447515	5.344899	0.054690	45.251691	9.407233	45.885328	114.381946	53.839753	37.649515	0.450750	38.400470	6.062923	4.180535	16.536901	0.021170	2.052632	233.546310	36.760953	380.575125	17.503675	12.131138	55.743311	0.149956	1.002352	0.000294	3.388709	45.927080	0.000294	0.0	0.0	0.0	0.0	0.0	140.346075	18.639224	179.093502	0.000294	0.212291	0.0	0.402823	17.360776	51.99853	0.006175	0.0	66.674802	0.495737	2.984416	0.0	0.200823	8.617465	1.491620	4.673625	6.537195	11.834754	2.799177	0.643634	0.004704	3.733902	25.209938	23.646281	0.0	0.0	0.0	0.0	0.0	0.005293	0.094384	21.247280	0.081447	0.761835	37.283740	0.216407	18.389885	0.0	9.312555	3.211702	0.548662	2.813584	2.290797	56.928550	13.772714	698.03793	1.90444	0.128198	0.160247	0.005293	29.788298	48.431638	5.365481	0.842105	0.021170	1.121141	0.823581	14.074684	33.587768	7.765363	0.042340	0.000294	16.11085	11.811526	69.842987	0.301676	13.982358	14.420465	19.658924	17.564246	0.066451	18.670391	16.423111	28.690679	13.976183	0.0	0.043517	0.867686	0.0	0.0	0.345487	0.217877	0.000294	0.000294	0.0	59.322846	0.003528	0.046163	0.0	74.104381	95.107027	0.000588	9.311673	20.191120	0.179065	2.089385	0.099089	0.001764	0.050867	0.512202	7.675390	11.017348	10.768009	2.461335	29.121435	28.569832	17.533373	41.52808	0.00294	0.012643	0.014113	0.115848	131.104087	33.612173	5.937665	0.479859	18.045575	0.771244	72.240223	0.022640	10.841517	51.917965	0.848574	41.672449	31.234343	20.508674	14.280800	7.873567	57.571597	8.815642	14.919141	5.247280	2.178771	0.0	0.0	0.095560	106.027933	0.019112	2.428403	0.173478	0.0	0.007057	65.118495	0.0	33.825934	10.171420	13.500147	0.023228	64.630697	4.221111	5.499265	7.094384	57.156131	15.705381	22.285210	17.229638	2.837401	23.738900	59.289327	1.406057	3.034696	14.624228	8.998236	0.047045	33.934431	0.020876	0.083799	1.327845	12.541605	8.341664	17.911791	47.256101	42.816231	23.169950	19.420759	22.402235	52.038518	0.272567	47.407233	81.060276	10.302852	50.824463	33.535137	6.877095	32.144075	2.47192	25.563952	51.471038	5.907380	30.520729	6.042046	21.630403	38.839165	36.645104	12.432226	10.881505	11.146722	0.281388	54.527198	8.577477	0.032343	18.744193	0.821523	0.253455	4.073802	0.984710	0.137313	0.024111	10.299912	20.743899	79.940312	89.309615	41.689797	52.303146	42.217877	39.24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105851	15.318436	0.351955	0.749191	2.650691	1.205528	0.080565	0.000588	24.190532	59.201999	0.0	43.466921	64.669215	5.548368	0.152896	29.909144	54.044987	18.020288	8.541017	38.966480	53.621582	21.897383	234.115848	0.035578	39.387827	83.588650	8.477801	17.653925	2.900323	35.207586	0.019994	6.026463	0.0	11.166422	8.627463	38.278153	0.035284	1.755660	8.576301	235.979418	15.970597	22.345193	21.002940	1.829462	2.928550	56.726551	4.733314	21.740665	0.005587	16.557777	6.179947	34.034108	0.358718	17.205528	1.551897	58.015878	19.817407	7.996766	17.383123	21.545428	0.131138	14.159071	35.728609	36.239635	8.137019	59.775654	63.975007	22.833284	21.069391	38.630403	13.502793	0.642752	11.139077	10.215525	17.712732	7.287268	8.775066	42.238459	7.379594	59.148486	1.209938	1.352837	0.031461	0.447221	3.775654	0.877095	24.243752	9.537489	0.068803	12.786827	31.068215	14.744781	3.298442	30.071450	1.641870	38.544252	10.377830	33.687739	24.660394	22.024405	0.480447	3.990003	1.973831	46.842105	14.751838	0.429580	0.973537	1.040870	23.140841	15.197001	25.459571	5.612173	0.020876	283.466039	0.0	0.024405	0.137607	0.0	0.0	0.005587	0.0	0.097618	0.429286	0.001176	0.045575	0.000882	0.000588	0.0	1.026757	0.650985	28.187886	14.394884	1.376654	29.012349	57.114378	29.288739	2.128198	0.710085	8.680094	13.390473	3.857101	70.370479	64.843575	5.354308	0.155542	0.099089	9.773302	108.722435	202.023522	11.300794	1.266392	0.039106	4.484857	0.112026	0.346075	0.259924	0.197589	0.579241	34.713026	0.0	4.374890	2.805057	20.849162	0.892679	13.888856	14.800353	0.0	0.230226	0.121141	0.059688	46.307263	80.844163	12.072332	47.166716	32.597177	130.437518	894.484563	2.104381	0.00147	35.554249	54.900617	11.973537	26.656572	17.064687	18.370479	44.708321	53.222288	13.139959	90.138489	51.970597	123.033520	0.817995	0.462511	28.771244	56.290503	2.610409	0.032343	7.548662	4.457218	3.466039	0.268156	3.675684	0.289327	6.402529	0.000294	0.359012	2.518671	0.652161	1.698912	0.005293	0.197883	0.105263	0.027639	0.019406	0.000588	0.0	18.727433	14.952661	64.680388	0.169362	4.096148	19.007645	7.997942	17.365481	23.823581	22.439283	14.268156	32.304910	54.374302	4.259924	70.880035	16.548368	14.225522	43.765069	3.338430	11.652161	39.287268	0.966186	1.860335	10.991767	37.392826	51.261982	9.126433	78.759483	20.344310	3.770068	201.181123	0.132902	2.816525	13.977948	19.126727	14.478389	106.515731	106.085857	60.549838	29.783593	121.691267	80.591885	92.670097	21.561894	0.050867	21.414878	22.180829	51.041164	7.333137	6.471332	95.860335	197.337842	2.916495	77.292561	35.730667	1.395472	41.961188	5.693325	34.973243	82.032343	19.855925	333.158483	369.508380	44.254925	221.539547	1029.717730	412.510438	13.334019	1.553367	22.386945	0.387239	17.146428	0.022934	0.252279	0.229932	15.493090	1.306969	8.549838	2.007057	11.156131	3.250221	24.519553	0.097618	34.083799	23.172008	11.159071	159.402823	5.806233	11.638930	10.239341	7.003822	1.767421	0.475448	5.399588	1.763599	4.697736	40.679506	2.722729	20.869156	6.303734	19.099677	2.719494	10.909732	8.078506	3.991179	8.419877	5.814760	4.475742	12.894149	5.868568	80.632755	2.08968	2.315495	6.759777	0.257865	11.351661	10.055866	17.147898	66.425169	0.634813	2.834754	7.822111	0.008527	49.969421	50.210526	47.895913	18.167010	2.381652	8.000882	4.236989	22.837107	21.509262	3.813584	11.458101	1.177007	30.991179	34.595119	8.766539	10.759777	15.435460	0.0	30.213761	1.368715	61.247280	108.549544	6.154072	86.352543	14.474566	4.833578	0.000294	27.934137	19.861805	25.840047	13.308733	38.364305	5.945604	5.802411	34.603352	0.008821	27.138489	11.838871	65.600706	3.732432	21.398412	69.641576	13.641870	0.029991	15.329903	151.019406	10.447515	1.064099	0.433402	17.15319	0.0	34.879447	35.666275	10.790356	32.314907	37.845046	16.944134	106.554837	39.386357	95.45369	23.594237	0.188768	0.017348	12.739782	30.408409	29.769774	21.47633	109.332255	73.987945	1.819759	16.160835	5.473096	0.616877	13.202882	11.473978	54.533079	16.532490	8.406057	7.179065	84.184946	3.780947	1.238165	4.131726	26.420465	6.253161	2.289327	5.668627	2.118201	3.521611	5.758012	13.088503	12.929727	3.281976	8.556013	18.946780	3.005293	8.852396	12.132608	10.446633	25.546604	44.371655	13.617171	4.864158	6.405175	1.27933	3.488092	2.266686	34.434284	8.832990	1.587474	0.935019	87.701264	6.401059	33.238165	11.776242	12.975595	2.325493	126.405175	16.813584	14.463099	2.438106	15.142899	3.011467	9.961776	15.069979	13.435460	18.773890	10.706557	14.29903	48.118495	9.516907	42.961482	18.979712	74.545428	7.500735	3.162011	15.988533	32.628933	27.717142	6.652749	2.644222	7.587474	16.053514	74.709497	8.149662	4.662158	8.484563	47.301088	20.141723	0.342546	5.069391	5.863864	2.134078	14.458689	30.548956	21.633049	13.706557	13.477801	5.742135	20.386651	25.423111	24.693620	6.931197	17.996766	2.287268	0.00147	9.084387	20.003822	0.001176	5.083505	2.850926	11.972361	41.294619	161.702146	15.967657	53.323434	8.168774	22.608939	5.794766	112.917671	8.433108	0.493972	14.553367	5.416936	7.420465	1.893561	2.775360	8.862099	0.444869	25.008233	1.378712	6.745957	3.238753	23.757718	7.288445	9.919141	6.841223	10.545134	13.695678	35.451338	24.224052	4.906792	0.0	13.125551	42.129668	13.219347	15.950897	13.203764	2.875919	1.510732	15.389297	5.512496	31.139665	41.214643	10.453984	4.842987	8.486916	5.192590	1.818289	0.449280	0.238165	5.078506	0.433696	12.692737	11.823581	22.592473	7.090562	0.116436	0.841811	25.372243	4.283152	1.141723	2.053514	5.307263	8.137019	24.111144	27.523081	9.457807	3.931785	15.357248	2.749485	3.576595	8.826522	31.038812	15.896207	0.812702	10.513672	27.397236	0.002646	74.812702	2.021758	0.006763	3.090268	24.738900	0.607174	12.847398	9.848280	5.588944	7.348721	2.536313	0.125257	23.089974	0.526610	10.191708	5.817995	11.024111	2.369009	3.475448	14.906792	10.072920	2.964422	5.426639	7.275507	1.105851	11.039988	0.086151	8.287562	12.751250	2.269921	11.925022	17.246692	8.885916	23.690385	0.000588	16.070862	0.968833	2.927668	23.436930	21.798589	23.776536	1.416054	7.847692	74.634225	19.112614	15.422817	2.493384	40.507792	7.295795	4.125551	0.441047	22.139077	7.245222	4.324904	4.847692	35.079388	5.430168	3.788298	0.108792	58.664804	5.624228	14.278448	18.912085	2.594531	34.288151	14.719494	15.231108	12.917965	4.199941	1.494854	11.519847	2.075566	4.111438	2.638342	32.291385	338.691561	12.820935	2.354014	3.525434	4.412232	7.231991	3.648927	2.473390	5.794472	7.686269	4.089680	0.0	10.824757	12.023522	20.549544	17.882388	7.285504	10.592473	0.917377	9.129080	2.988533	10.963246	7.446927	11.956483	11.868568	10.124375	54.926492	7.424287	2.374596	15.82564	5.586298	2.995001	16.902088	0.804175	4.357542	10.212291	1.154660	3.753896	11.054396	8.111438	1.960894	7.939136	32.059982	1.468980	0.062335	2.206998	17.419288	10.628051	6.124081	1.936195	0.005881	6.107321	2.047927	22.224346	5.037342	5.362246	17.587180	30.408115	0.370773	11.057042	15.382829	14.651573	3.337254	4.147898	2.102323	14.912967	5.350779	22.391944	27.550426	14.841811	6.038224	58.538371	0.693031	3.203176	6.643928	9.681858	2.407233	14.303440	6.427521	14.893561	19.707439	0.272861	4.935313	7.744487	8.311673	17.830932	4.060864	8.005587	12.117906	0.002352	5.095266	10.784769	8.692737	10.687151	3.701558	5.388415	6.721552	11.438400	9.918847	13.074096	7.741547	0.272273	10.767127	21.985298	3.536313	11.109674	1.773008	13.050279	8.280506	17.073508	9.951485	0.001764	10.065275	5.851808	1.481917	7.289915	6.592179	0.782417	3.240812	40.319612	6.646281	1.846222	141.004410	7.693325	18.032637	0.016172	0.0	21.084975	12.631579	24.558953	31.096442	100.754778	13.707733	46.479565	3.296971	4.025875	0.279918	0.059688	25.905616	77.196413	8.772420	33.744193	6.755072	12.690679	17.024699	6.936195	6.612761	4.057336	0.162599	0.015584	23.113496	10.735078	2.35519	12.378418	1.601882	50.151720	5.403999	14.903264	9.504557	20.294619	56.775360	9.343428	1.678624	36.284328	48.070273	32.236695	45.445751	9.673625	22.281094	17.486622	17.779771	36.295501	9.932961	1.028227	82.542193	0.090856	0.447809	0.629227	13.317848	33.894737	19.995590	28.359306	19.143487	18.961188	26.448692	8.379888	11.814172	5.54778	37.343428	3.880623	49.900911	0.0	0.006175	0.045281	0.136136	0.113496	0.0	0.912673	0.064393	0.244634	35.094090	45.072038	1.469862	19.141135	16.772420	0.187592	6.907968	4.446927	0.538959	1.693914	25.556601	14.132314	14.908262	0.0	0.000294	0.0	0.0	0.001470	0.0	0.003528	21.623934	0.005587	6.118495	11.608350	4.619818	8.343134	11.355190	11.205528	18.696266	0.734784	96.769480	1.329903	1.439577	22.653925	0.0	40.312555	37.375772	29.685975	27.208468	0.022052	48.354896	0.0
std	2.691188	383.071190	147.301879	56.611291	86.783284	201.015057	105.252914	0.029691	2.333139	94.658067	197.444052	53.779774	154.695529	0.418260	82.537224	130.232152	266.080890	131.889822	246.613141	213.331060	0.195467	179.334731	322.793522	0.017147	216.896939	213.022965	2.751342	10.865373	13.964276	13.774089	1.470052	147.194594	33.197015	82.137029	56.810008	3.210273	69.182909	85.865881	252.069671	19.459729	82.461333	354.105152	81.698803	302.787476	149.349847	20.281329	154.340961	160.559240	83.825634	42.147456	79.776429	80.300200	61.801050	198.949873	17.177255	32.816115	9.535397	90.481437	64.079013	35.186779	13.087110	170.961650	68.567155	36.843366	58.343410	4.432368	0.0	134.144941	174.303750	13.018346	14.774860	64.266549	95.526478	185.036364	11.168384	0.209294	82.646822	78.194248	78.506758	81.781026	23.320256	357.067868	37.222690	260.346800	16.273325	93.405281	352.121331	113.968114	121.567302	61.884019	0.0	67.542877	142.059997	30.958979	859.438935	103.069339	12.264566	0.0	64.725311	101.199860	91.221070	34.280734	26.377716	160.193691	70.112256	79.787723	79.652730	89.878604	59.690485	0.045328	135.977142	213.468850	0.275417	18.381983	82.595333	210.685996	90.414683	2.097778	78.679561	251.633939	103.014364	117.630723	48.807407	90.095295	180.676085	166.840286	66.801412	61.802720	0.807306	84.279978	60.403612	161.358220	13.185396	18.332450	97.315309	210.129580	83.381577	2.578952	61.279841	24.543997	0.090718	101.702012	150.966050	126.076151	0.97390	0.0	8.556533	0.099957	0.0	37.890461	64.836204	0.0	64.292446	28.466985	9.609984	10.916167	25.488704	17.533123	9.912046	1.122947	7.955116	19.770663	25.280002	0.379158	10.252988	2.463231	12.597938	25.432031	38.979804	23.602487	0.0	2.986533	31.255921	3.491753	1.838161	0.0	1.886944	0.0	0.154326	24.613864	92.424496	0.0	0.024246	0.212772	4.007159	0.733322	5.765303	1.747230	18.610589	0.017147	1.662980	0.805925	38.524081	13.504541	0.788475	0.034295	0.857352	0.034295	37.341420	0.0	10.950060	0.0	0.0	0.085737	0.0	0.017147	30.094070	0.0	0.0	0.0	17.150348	0.054220	0.275163	0.0	0.0	0.788709	2.479523	0.0	0.0	11.920476	4.306563	110.076820	1.989091	0.017147	0.0	16.261069	0.0	33.628491	39.791629	3.687236	10.724322	0.0	1.831624	0.0	0.0	10.992577	14.770118	0.0	0.618128	7.736993	0.0	2.626943	0.980797	0.038338	1.203964	1.040441	0.365296	0.0	16.852466	1.225931	0.017147	0.0	0.0	56.085700	0.034295	0.0	1.058582	0.175692	18.932022	0.092332	0.0	0.309123	0.274357	3.938507	10.042150	0.0	19.204667	0.0	0.0	69.262461	0.0	104.620263	133.586589	2.633626	37.599642	0.171473	11.270244	0.0	0.0	0.849684	1.821106	0.017147	152.962665	51.826652	0.831761	0.874677	0.051442	0.0	69.447958	10.398328	62.215188	1.362967	110.555514	2.422287	0.0	0.054220	0.0	0.0	0.212042	3.577114	0.398747	1.406082	4.018131	0.017147	5.108480	5.274234	0.750248	14.328241	25.504434	4.292935	0.017147	2.792178	0.0	0.0	39.663172	0.0	0.051442	97.309185	51.788032	0.017147	1.513356	0.294000	44.436925	0.076676	0.072739	23.774026	7.690096	0.325799	39.972475	0.070681	0.0	2.630708	0.070695	0.024246	1.851912	0.0	8.489267	0.051442	34.271264	18.169648	0.0	14.758001	0.0	0.0	70.187015	0.0	61.056971	3.353540	2.315215	17.273223	0.480125	35.745094	4.109646	0.017147	0.0	2.042392	0.017147	12.725608	0.034295	2.597274	13.351953	139.194489	0.0	0.0	0.0	0.0	1.345407	0.0	0.25721	0.024246	0.0	7.415761	0.553934	127.778914	8.981060	1.583170	4.015859	0.0	0.0	6.628065	0.0	41.548261	85.408070	0.514701	0.0	107.379958	19.327769	41.200828	0.0	0.0	0.024246	0.320739	0.0	1.565292	0.0	0.0	0.180631	16.818504	0.0	1.335214	0.0	0.0	113.889171	3.986711	41.341377	0.0	0.0	44.407854	0.017147	5.414553	0.0	34.332266	65.401708	0.122432	4.046772	0.185452	70.398227	0.0	0.0	4.134051	3.655676	1.577555	0.497388	1.234608	0.143443	0.034295	1.951199	0.0	2.270657	1.423730	1.959322	0.017147	82.207505	1.085699	0.017147	1.870899	7.319693	0.0	1.289375	0.0	0.75632	0.0	0.855763	2.634254	5.819351	274.418927	0.0	0.085737	0.154326	12.748744	0.0	0.0	0.0	10.327553	16.434376	0.943104	0.0	3.362356	5.774550	0.0	0.0	24.192580	0.0	0.0	0.121245	166.119995	98.043454	18.827773	0.325799	1.927186	0.051442	3.291733	114.114313	26.745093	21.06230	0.0	2.775436	0.0	0.0	0.034295	0.0	2.194717	0.832218	69.751528	0.0	0.0	0.0	0.0	6.876422	11.596134	28.458011	1.528032	0.780211	9.004948	9.315038	0.068589	6.036315	9.619383	0.054220	12.845440	0.051442	100.618131	1.945874	0.25721	0.024246	0.360094	3.594084	0.0	9.194021	0.024246	12.415784	0.038338	4.400652	0.979782	0.0	212.652901	0.840220	30.457672	1.202235	38.005334	4.471674	13.252091	2.555906	0.0	2.449665	0.360094	0.222915	0.0	4.608715	1.097430	0.017147	30.596019	0.0	156.513031	3.374680	6.036173	0.034295	0.262276	3.175340	2.513751	0.0	0.0	0.051429	0.0	5.347326	115.374783	0.024246	4.989043	1.492099	113.309740	0.0	99.431523	0.0	2.313327	49.754000	6.040442	127.160662	11.129832	125.117888	3.985941	214.282754	137.112352	41.00923	95.646116	0.0	3.527701	5.732874	181.353397	1.978066	47.961783	49.393422	10.812222	104.857779	236.258617	98.729673	77.724908	4.959121	64.623871	143.302735	106.636306	26.285867	3.386954	20.994156	0.188621	120.607369	208.601367	219.217108	128.252315	104.051996	5.653481	179.886647	3.801794	134.872312	54.513136	0.0	240.869329	104.963184	31.968253	20.662087	61.303377	95.818860	0.0	0.295025	182.149201	0.024246	14.690582	2.776928	9.376903	220.866096	0.024246	0.0	35.874233	4.286864	1.074535	4.124575	124.797358	74.384074	31.618301	1.259647	0.116279	0.087430	228.615703	171.433416	7.117578	63.204263	56.780913	4.683805	0.175692	47.653248	19.537971	145.765350	32.974257	40.067687	65.127169	12.599734	1.050505	71.950458	120.605418	54.165305	127.989329	13.549804	0.274357	48.074796	32.303313	0.911172	0.178980	86.554440	157.413409	180.207615	136.523448	173.687456	122.002741	0.0	85.260517	77.511615	2.219754	70.252004	47.333888	11.785198	29.940609	7.136770	22.628159	52.966941	24.760796	0.0	71.112333	0.0	1.385322	10.578931	0.017147	7.170738	0.029691	0.0	0.0	0.0	44.356041	272.651979	13.235957	0.0	0.625026	1.712282	0.382235	0.0	2.863929	70.757716	84.413177	227.455471	68.303649	74.113907	142.893053	1.766254	0.017147	0.498444	1.595571	3.753535	69.806423	94.602834	0.017147	28.652826	64.890885	14.519434	0.220734	135.420481	56.711143	58.595804	59.941222	3.811996	0.038338	0.0	253.330872	0.279124	133.543806	70.217548	139.255864	161.747517	0.017147	13.054190	79.556120	5.744471	105.713316	0.0	17.492505	0.017147	105.708269	141.611952	137.591034	105.118918	51.716553	0.0	13.557305	17.509377	8.080005	6.964680	0.017147	0.0	287.477466	466.763653	213.971875	41.362968	202.256669	73.490358	52.811704	3.938885	0.0	0.017147	80.285550	0.0	67.363666	106.640158	44.984920	0.651819	0.017147	164.458999	3.693287	0.0	43.081159	40.630018	0.017147	1.116301	224.728517	303.788657	23.834971	247.883873	206.077336	59.706827	158.687524	68.560412	2.380143	1.865192	115.816593	4.566474	14.738385	51.702856	66.703153	0.788778	2.160627	0.041992	140.680717	100.178268	0.024246	60.769143	2.863262	19.658848	33.757084	138.447497	83.314461	9.415546	65.167240	66.500537	12.512319	0.0	68.649533	148.850063	0.0	0.0	40.303939	83.734487	10.931918	1.971944	0.0	209.717007	116.288155	181.593884	0.0	441.895473	307.60022	236.029543	152.533872	191.813255	2.438876	0.814338	252.365164	10.930396	169.359690	155.648363	69.743431	36.785782	93.839981	39.801683	0.068589	192.339746	5.444288	8.758061	268.468437	13.281887	50.090578	15.699706	146.028344	1.913159	1.171514	105.688853	98.157394	121.144801	58.256918	252.252581	90.772999	0.531567	56.489626	95.458254	19.799877	217.875225	54.996689	108.052137	8.061762	34.068339	1.479660	144.090903	180.344702	33.873337	67.588404	17.501332	45.052950	8.150481	400.300114	115.606871	77.169340	4.559629	67.901782	0.066311	171.535471	38.138564	88.830751	13.024364	42.727393	36.605047	56.467285	53.781977	19.752019	215.729188	83.153321	2.740264	62.045757	90.770207	4.650517	29.295857	0.024246	307.098629	0.0	95.007306	75.590465	142.731285	16.886050	104.988930	103.362966	105.838992	60.341010	70.913617	2.564018	68.814789	249.357577	18.622665	149.331203	99.510882	54.902553	106.351349	48.849986	28.760782	18.634347	65.106665	12.297217	19.222421	43.384146	48.778170	127.532388	60.346479	0.138241	4.859681	217.083040	260.989061	22.206303	8.816119	194.786039	37.856568	66.124916	196.495702	49.810427	162.496813	58.200933	132.885943	339.887505	4.901765	3.385844	40.064090	148.513917	31.579896	179.559157	943.856839	0.017147	129.972114	28.684350	30.698616	14.282539	15.507055	6.402784	91.405824	296.989392	177.955866	4.325617	91.96791	37.403226	51.291683	64.144716	0.788959	11.773497	427.415778	30.960447	5.194723	0.034295	90.541402	132.164442	1.592657	359.548710	25.281076	16.529756	58.631918	20.886084	68.56471	27.136937	178.841072	39.145436	22.862577	12.780376	0.0	0.034295	14.375063	100.122562	196.927490	8.696927	6.751366	56.939330	128.676070	24.119123	118.535489	58.680943	37.360971	260.777455	37.143717	20.096476	23.394973	1.393923	62.444399	63.364067	17.555057	18.868793	11.334661	59.896780	181.205638	12.030048	0.668961	17.464512	295.406706	8.557482	6.878655	142.790222	32.467776	0.0	3.741578	13.798583	12.811851	159.584417	47.001714	81.018312	130.347317	2.893148	138.708916	17.577713	7.355418	6.099746	505.737912	0.0	62.593273	55.922571	0.024246	28.698560	57.224293	41.837938	0.0	0.0	15.733617	25.135493	11.554874	14.824354	115.929150	24.981655	0.029691	87.731936	2.050855	12.698035	0.207155	583.632658	72.323894	0.029691	0.261708	0.102884	2.504335	18.324738	0.0	0.259476	0.171473	0.0	0.300882	43.832108	0.0	4.231165	3.447181	0.0	244.773803	12.223591	0.017147	8.266966	0.0	6.287443	33.777217	13.910612	56.456189	0.087416	30.324567	0.017147	0.061817	0.223569	62.113767	6.667346	0.207155	42.420499	0.0	0.0	6.218970	0.138241	52.198971	42.593677	0.017147	0.0	0.156209	0.0	13.541240	0.0	0.017147	1.166019	0.589499	0.0	358.925028	0.309123	0.0	0.0	0.220848	4.504780	7.120122	14.255493	0.241274	19.764804	0.024246	4.853925	1.053104	1.817618	0.377241	0.0	0.480427	22.394277	5.556284	0.122446	0.0	5.340858	4.537495	0.0	78.551179	1.989209	1.013149	0.0	1.512544	33.261360	4.575429	1.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8	10.610297	185.402552	50.902389	151.082506	28.152207	146.644610	2.196414	282.228077	523.920942	6.108748	47.476901	0.329328	266.958966	71.456886	53.754711	121.723917	42.093358	0.041971	254.016416	91.412654	57.703857	169.069431	52.577784	290.488041	120.532149	254.095044	127.417380	158.644117	950.652995	333.322406	42.949805	148.078713	119.424524	61.266500	465.354852	1.844527	106.590638	185.408907	324.038314	160.260701	108.636312	77.836837	78.767839	99.529170	349.408949	48.870038	252.666644	133.483800	136.805511	142.358132	132.465303	173.563946	21.941503	103.037806	95.796989	268.643870	100.046465	164.855352	75.827845	64.498217	61.520680	0.367918	50.471039	15.670419	170.874775	175.150376	45.911728	68.335844	307.791651	86.860035	68.098354	0.532922	192.689586	378.528798	71.639913	40.489934	63.551004	658.127453	2631.400059	623.783397	0.874677	1130.126790	1616.18756	1708.052746	4.352100	12.933517	393.745924	109.207919	511.520382	231.770115	26.884021	69.122363	318.179849	1.844451	17.869583	0.0	1233.051102	2976.390371	589.340394	499.657275	115.248756	629.807652	274.502102	72.258691	243.519407	390.760624	362.370552	143.891895	75.952884	90.539048	355.697463	113.331326	113.889824	1295.965289	22.117002	563.498679	140.157576	136.122553	0.775689	622.858386	149.039399	0.221761	233.729090	0.054220	292.720559	672.810766	424.995712	0.569048	687.044723	547.122064	7.174502	325.427037	379.711124	0.0	261.395350	471.991223	253.238381	0.0	670.186890	86.432611	18.125352	404.476104	45.200476	52.675718	21.901708	5.019475	2.119417	9.271180	680.513468	80.916752	99.682302	127.851874	120.093151	158.229130	40.820177	92.208422	427.033971	70.262860	341.010194	143.923016	490.570248	67.949289	153.154282	136.15901	127.996519	71.961938	78.697141	19.673609	20.573905	526.718572	213.370300	219.074023	68.354718	246.565620	54.326887	0.0	83.723045	80.882209	4.229708	94.407657	0.617537	118.779448	1.904394	0.038338	1.893973	0.0	2.850779	88.200539	81.268266	369.432005	0.0	1.294954	53.313332	132.224383	195.167635	0.141391	0.112413	0.017147	0.0	0.0	26.862712	17.808540	25.910993	154.760799	1.667324	228.667328	36.713696	12.397159	5.880781	202.242041	23.196784	21.526506	0.504533	20.631075	88.145058	32.826040	241.330995	83.288293	3.403314	15.500682	4.171074	6.422536	1114.286069	31.818147	124.230744	45.912115	101.451367	94.965159	91.587105	194.804354	101.769084	46.293191	95.604583	27.137420	151.480779	435.481547	268.692862	102.482885	11.923857	31.627316	15.718868	46.940521	7.629056	117.755776	61.667506	52.319772	5.338662	0.355451	20.643173	100.933562	15.011312	4.376729	52.509979	98.012623	88.821306	131.518245	192.148569	16.256278	69.494712	95.456222	77.073428	44.708712	2.645404	40.557663	0.701523	0.448106	5.624327	86.649020	24.997126	0.0	123.182835	163.464499	13.225547	0.017147	5.490358	0.122446	0.141391	0.0	4.266969	10.402593	53.253088	211.583689	224.308411	162.135030	201.507057	137.951049	134.388114	419.470517	114.701350	60.941163	30.064093	221.879850	3.314783	52.585533	126.290922	0.074657	109.861700	52.313139	228.817426	130.341928	90.539051	7.282354	86.530569	56.941470	92.067759	6.601811	23.461265	5.594818	8.260079	66.147976	119.220196	39.955821	3.995616	32.645670	7.237231	91.717930	23.268274	18.159160	311.027034	106.018451	0.0	37.298358	155.196903	156.137197	83.717805	24.813222	33.028437	64.591063	9.606925	14.410833	0.117305	357.588786	96.101162	8.764422	129.767856	58.263406	0.451696	1.377266	21.172538	13.898947	67.906030	2.875369	0.404264	203.786186	155.763138	70.388138	9.515936	0.377241	0.356933	5.733122	0.0	0.0	0.286798	19.713776	0.085737	0.704905	1.759193	1.809581	15.140060	14.262291	0.0	2.336773	43.277633	0.024246	25.660434	43.438473	0.825710	13.224353	0.105660	41.758441	0.361351	0.102884	17.899809	9.242469	0.560029	21.776898	3.587927	135.370179	43.686813	100.431508	20.660386	3.592866	0.0	0.017147	21.090475	26.567659	0.017147	98.632067	61.395437	55.710326	0.017147	63.385762	2.634375	0.163504	0.623328	0.061800	36.169458	11.835592	0.017147	8.239257	0.0	0.423452	1.116494	548.450212	5.265614	167.062388	315.602937	49.934830	75.828272	57.436517	116.355286	258.347959	120.397725	133.551348	121.932348	214.561360	116.395007	90.961737	23.444515	63.885049	70.668663	44.03461	233.972032	48.988503	3.058221	15.336609	7.305840	133.420558	49.613743	184.398906	0.017147	1.431244	129.480700	184.950343	11.442348	14.968681	4.217715	0.360094	23.006801	109.173086	25.261987	13.549245	1.753010	156.013760	58.564397	173.554552	121.854923	193.548949	34.767056	129.227830	31.192789	49.529204	60.115941	34.615738	87.603913	171.071567	69.111362	59.801950	59.685150	185.521606	1.467529	848.863712	1892.401418	160.805808	470.353650	289.521017	197.884956	1372.440265	238.687659	223.932380	168.293177	99.780909	169.969261	89.571108	107.602362	435.849848	114.217389	249.880303	139.864770	57.581945	86.661434	145.751404	0.056788	20.700444	0.017147	5.496532	494.013217	0.748949	31.638227	39.615377	106.398308	0.099707	36.642884	96.857217	49.797561	78.063042	41.489983	71.529218	199.384778	36.815786	95.310685	24.990303	314.049671	1.819754	68.077683	56.726729	70.359395	138.813419	131.134013	184.569028	17.440359	7.008277	27.772618	64.232656	85.225578	65.012861	272.978156	35.865856	24.593196	67.915372	60.172793	91.478233	40.381998	31.587064	0.096798	0.378010	214.608774	89.699066	1.052951	1203.459808	183.565456	309.189327	59.612226	0.024246	197.386822	46.125729	469.940706	1.252797	1.111302	0.0	329.274996	0.388636	4.101187	160.206521	62.745917	1.543811	234.452453	28.851139	15.622699	7.648431	63.449435	169.188255	236.891984	57.400997	9.383464	1619.635255	99.742009	152.273049	46.250432	70.187435	157.858840	12.756457	35.191454	248.484665	1.480945	16.183035	283.51779	2.305071	139.964691	102.945436	93.955734	157.240189	115.815585	110.829446	31.827695	128.947475	137.308644	0.017147	4.373375	32.757634	162.507057	17.830873	123.946600	9.552086	52.947813	109.375772	0.446480	1.825618	41.618033	94.349112	95.315116	119.52323	269.473098	56.428309	230.105266	1.252429	0.320723	64.293045	350.027542	284.039479	570.855797	5.920350	57.077678	227.737795	219.626796	371.899457	103.004758	65.924097	108.053706	0.446107	230.057067	542.892041	141.621733	0.188621	0.196151	1.903354	0.806102	2.77219	0.024246	0.024246	0.034295	0.017147	0.068589	3.795964	6.208226	2.152186	3.591790	0.03832	266.530319	184.236053	157.678674	100.959757	408.026373	50.944839	140.015790	95.580086	284.896949	226.971207	138.014624	190.076921	200.355523	149.420327	41.828169	303.120254	206.374811	39.732948	57.874710	94.150558	8.066201	138.810659	130.991205	105.439533	150.530268	244.641610	335.264070	63.194165	36.741050	3.163035	32.930347	49.584244	193.240565	63.545704	273.845137	155.141865	7887.144950	130.055162	0.0	0.717068	0.0	14.387715	19.544906	179.609621	0.0	67.254064	224.631585	189.857910	41.441402	80.974220	594.079610	48.915734	281.577236	183.318093	128.493826	142.037690	33.266005	172.501174	16.093726	330.747656	197.160329	63.650928	336.038467	1036.325132	8.936935	0.017147	3.263386	6.289474	2.850020	0.034295	0.03832	0.017147	0.038338	0.017147	0.029691	0.024246	2.258950	182.323843	20.147957	70.157473	466.935810	59.310482	118.853891	20.803492	122.902775	53.467028	328.304049	97.513596	53.283697	0.228746	5.960941	88.440519	29.664014	1.631243	273.350911	30.191380	1.654653	85.538775	46.960885	101.586005	66.548102	372.338615	63.985763	10.099782	88.725538	0.720441	3.294322	7.863799	8.786898	53.145194	35.649840	2.429683	0.944791	52.951205	141.475780	0.230029	1.686297	6.217427	196.704936	24.020378	165.940381	13.802373	165.883294	190.419065	158.014861	302.066145	104.554417	76.830698	0.428683	66.446368	31.393149	3.428723	92.097829	0.0	10.768138	88.478975	26.138621	33.569377	1.423229	23.207845	111.563966	6.358129	17.608530	0.325799	10.819352	70.450721	7.937677	116.152504	80.983191	365.245761	173.511626	105.528957	96.128049	0.038338	5.140067	7.642267	27.146841	24.553757	0.171473	463.939304	180.264480	117.325638	0.0	0.0	18.296346	1.736735	58.460188	200.689654	2.188975	0.174010	0.085737	0.482847	21.368784	0.0	9.675812	0.051442	44.735505	11.148795	8.689647	80.980120	1.102787	5.006905	90.142111	43.209291	33.609094	12.410730	3.393721	0.224143	223.536039	20.781857	0.029691	1.573846	161.517452	2.609219	2.592432	0.017147	0.017147	69.593673	50.603831	20.236800	121.837228	123.628334	1.262665	0.0	0.0	0.024246	171.904019	0.0	0.0	0.652930	0.228046	27.363800	2.384964	60.721640	3.673165	28.067758	5.038240	375.008835	166.095992	146.085356	223.076518	81.378656	41.407701	3.572706	8.056332	0.0	8.470385	30.809678	88.346227	41.739723	67.457274	24.634855	46.120283	65.299496	14.145858	39.801664	28.903610	70.171398	15.822041	103.823622	13.992134	44.690408	79.353452	30.803873	28.749533	81.583986	185.034893	2.364287	30.463389	39.328003	124.497744	213.323231	0.668746	10.973053	12.402403	279.295075	49.439685	507.887459	236.675263	65.702831	263.722839	57.074715	83.792325	11.024959	141.069978	357.100573	13.790765	0.085737	139.348620	4.317896	5.388977	129.963659	611.289793	3.311577	72.381698	2303.493098	1470.778429	271.962438	0.168291	0.074587	1.587960	23.895065	133.024005	695.779156	35.902632	7.819394	400.374423	194.882931	319.783036	58.696557	32.998559	2868.073276	333.649477	193.579157	476.985877	256.844050	18.033947	170.623203	68.779838	78.653755	87.088199	201.707076	17.993718	193.768061	223.709182	19.998724	107.308976	68.360357	141.880319	74.696187	175.134243	932.334425	92.181737	243.865381	179.858899	20.701717	110.176650	3.971556	19.064429	0.048475	545.660267	18.951666	234.470769	22.347311	57.123410	0.029691	1.703959	128.465974	0.348596	279.154147	18.445964	0.590142	33.178003	129.286434	373.634636	0.054220	406.676808	3.682426	92.436468	203.687500	15.318778	50.260876	568.868995	6.506228	6489.704795	17.338308	1260.120621	120.059150	29.836920	2.966534	101.085034	214.763082	10.510514	104.025552	3.073109	1.756944	33.161879	3.139905	37.530978	733.263761	422.394964	75.188535	118.837615	134.094865	147.252841	48.945986	8.140546	91.798141	86.344016	49.347011	146.514735	349.117846	272.773630	176.322808	29.077375	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746	0.034295	49.964651	141.812070	172.145183	172.952558	499.177426	153.244678	87.785307	61.824928	118.118761	21.090967	377.821714	638.410597	107.950021	54.308467	17.336245	95.588314	254.406984	204.106057	66.794637	34.985117	160.816697	90.070639	197.990190	131.274791	161.998550	411.078340	66.837217	51.598587	153.249864	131.691827	106.355294	74.632630	6.53495	237.636770	60.384459	3376.624993	1495.558638	578.951631	883.195255	135.734106	191.323443	93.685139	265.978767	11.197132	0.076586	297.428903	58.495697	135.756658	184.558387	101.961031	99.672194	22.674549	157.416976	109.521124	420.666189	1.169868	170.247217	3.824197	12.066202	156.068086	38.455242	181.439424	50.621510	51.391498	28.688036	156.621885	661.826905	0.788778	127.250931	60.026752	18.564110	22.018129	246.621855	1.251756	145.015347	66.331438	29.788748	83.157114	42.655599	83.178526	26.360220	26.349766	116.155375	21.554328	142.752768	29.477152	0.222915	79.964205	15.759440	3.451076	233.146080	28.587609	15.959682	10.517150	0.423203	40.689108	57.630041	36.676474	25.496342	8.602972	16.124063	7.368704	25.104244	44.930835	80.620128	35.876240	369.759461	32.211729	4.184171	619.405736	35.565156	98.685614	86.031506	25.848443	2.852146	213.407632	42.402799	89.058332	12.413418	11.440632	17.404441	109.546690	135.439353	548.607552	72.988313	25.387845	422.95584	1.989091	0.029691	0.823072	63.87385	161.550789	20.421704	43.974659	23.693895	3.528975	6.321868	145.437704	116.489683	34.263674	24.575457	70.763794	52.428412	130.112922	55.635921	35.015214	85.371508	278.860711	51.612533	37.878369	20.501368	21.806231	12.734394	18.781386	19.665872	27.931365	111.955074	7.862098	33.620777	32.997197	0.325799	21.578331	28.704054	289.878192	85.101425	247.034570	47.304735	756.362805	49.285016	32.351283	52.089385	127.688171	118.804324	0.029691	261.911291	119.392875	80.686744	291.089373	130.426782	169.255718	116.564271	134.867356	40.030623	29.737243	118.635963	78.025491	153.335401	173.278428	31.027564	146.049731	172.138437	92.316224	55.514613	155.104928	82.187635	59.693701	159.653897	87.917525	30.516010	213.028088	188.303182	138.232276	63.149151	65.310867	64.610122	436.472890	200.382662	177.685097	0.110955	0.669175	0.109765	0.606175	0.034280	1.046123	187.356730	40.491796	104.565665	94.945366	80.909273	38.784299	256.683198	46.178224	0.051381	218.373577	194.476689	13.755655	22.188564	91.970023	21.285564	42.356136	2.688611	62.115186	709.484850	922.980926	113.070685	71.373677	25.398225	261.044715	199.411206	64.904333	56.939709	21.862806	86.402347	17.608081	2.906120	99.135939	0.056861	29.723341	370.922323	100.730912	191.851220	47.758488	0.0	848.372833	575.959823	471.742758	36.314167	19.861076	21.497330	214.594446	55.769221	43.478381	267.506695	41.046962	50.741577	1.097955	0.024246	9.835867	138.144241	275.660035	0.017147	1.004740	40.378699	82.118251	198.105773	7.273349	2.107500	553.561499	21.502944	18.291202	135.681486	7.683752	141.963997	97.740985	70.211591	977.958015	0.0	306.391057	50.111932	13.769317	723.928957	180.249487	321.982996	29.389718	669.664101	145.869817	13.339362	309.398831	60.544500	114.147223	223.612386	215.290704	144.513889	64.448296	43.985089	0.0	95.128437	151.202156	46.115610	11.332593	15.683498	137.856467	101.055600	214.294021	1.852526	29.850128	196.719012	66.610165	424.715642	67.388021	108.194413	123.663429	86.455292	234.115045	100.517643	116.952381	153.536409	27.558398	16.221783	64.744766	4.001671	114.879729	21.679901	85.421317	23.290422	84.041255	37.798845	295.836453	268.174692	114.591775	128.022294	133.976513	229.338796	1.006977	14.833721	0.519482	0.0	2.510658	0.024246	0.0	0.0	0.017147	0.024246	0.0	0.0	0.0	0.0	3.823856	1.394419	0.017147	0.139295	0.017147	0.017147	0.0	0.0	0.668746	586.812802	0.024246	36.793781	7.710807	6.820356	6.911676	2.143417	0.017147	0.0	1.849736	0.0	0.041992	0.0	0.024246	1.067594	0.0	0.0	1.011693	1.680521	0.0	0.0	0.0	0.0	5.693020	0.089089	4.411288	127.594288	8.502269	13.667778	38.364180	3.359508	8.877915	0.0	0.274888	30.418611	5.375717	13.395376	11.517422	0.343793	0.892789	24.932230	0.734575	0.0	405.563129	19.295432	0.093711	8.649286	121.930143	123.21152	172.525953	85.729595	85.23469	0.516378	148.691530	4.699271	105.922061	181.885493	112.370294	139.338735	116.834314	12.929512	72.438542	140.721459	101.365838	22.428139	46.089959	12.167154	25.285698	5.396334	60.943142	6.391204	4.384649	17.281928	5.452016	0.885809	1.035506	45.300503	0.503376	1.457896	0.815785	0.068589	0.024246	13.802434	0.0	0.331574	0.0	0.0	0.171473	0.024246	0.070607	0.041992	17.149421	0.943104	0.070607	2.622573	7.720153	0.141322	2.573415	0.024246	0.0	2.989788	0.0	0.092317	0.034280	4.160898	0.024246	0.076615	9.006046	1.058263	0.0	0.0	6.355686	0.056818	0.017147	0.029691	3.660240	0.017147	0.205768	0.034295	0.291505	0.0	0.017147	0.291469	0.0	0.017147	0.0	0.017147	0.0	0.0	0.0	0.0	0.0	0.017147	0.0	0.034295	0.038338	0.0	0.0	0.0	0.034295	0.017147	0.0	0.0	0.0	0.038338	0.651599	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.017147	0.034295	0.0	0.102884	0.0	0.0	0.0	0.0	0.548715	0.0	0.0	0.0	0.0	0.0	126.972225	9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450	149.464850	145.200782	2684.057368	47.715776	12.832068	89.659860	231.813909	1.050493	0.343370	936.158367	227.326093	4627.487947	31.247391	118.766531	1683.198628	962.558613	97.392569	495.465489	19.331612	97.045414	327.837203	21.051458	211.275400	81.180948	157.203902	995.754168	84.64659	208.601352	17.160522	304.124119	328.657691	64.197793	0.280556	1.107616	0.041992	13.111883	40.117118	48.667343	9.082240	99.183848	0.0	0.041992	0.017147	0.056818	31.409182	93.215033	3.484728	0.041992	0.0	77.751740	4.767791	203.194549	0.029691	0.017147	0.362901	0.017147	33.673129	0.204242	5.504425	0.024246	0.051442	645.228648	3.652694	0.070695	2.629322	0.096900	0.034295	0.0	0.017147	0.796090	282.401401	103.989199	0.024246	0.171473	0.024246	0.045328	6.223722	387.246406	0.034280	0.0	0.446155	0.029691	0.024246	0.668746	24.990286	166.070876	32.448050	1773.195328	10.327422	28.909549	16.729326	271.694245	117.813348	202.66683	0.017147	291.876169	169.024721	142.484626	25.946789	652.768189	71.507000	134.327887	130.834691	322.550952	103.533195	45.934148	174.818726	236.661673	34.119754	111.974609	116.393542	88.614574	152.007782	104.778707	61.709039	40.979257	199.264417	99.063683	197.873453	504.175995	147.883168	124.923709	20.042361	173.797460	415.359060	275.774345	210.951878	82.598073	142.985733	27.098634	71.582115	21.154753	8.437900	5.856345	140.229449	271.677166	69.408245	7.272108	31.626040	41.894463	190.363402	68.765517	411.032686	116.359445	124.325803	0.024246	1.757328	2.599683	8.696244	0.274524	186.497821	51.743964	216.616048	72.716869	497.491883	67.223264	305.927273	6.777164	242.758533	58.628981	15.639041	90.938377	2863.148122	187.989651	87.665559	719.062173	123.811881	25.638520	66.358568	293.216733	216.023185	113.765181	62.726884	48.735860	34.812398	208.191635	461.718639	88.590063	149.798305	26.599369	92.700275	1.980255	0.029691	0.0	28.211424	256.512958	4.303236	7.151034	51.565308	3.547147	56.809168	267.127246	85.305766	463.441674	23.443326	69.074099	316.185549	207.992028	140.352381	109.061800	197.944719	249.093045	381.924794	241.530014	340.649529	196.323082	45.640409	62.134904	38.626894	18.885251	25.209015	79.818649	169.008777	52.150587	57.390618	9.014914	32.313558	74.227105	26.698859	1.740975	126.105165	75.256502	23.616632	93.035542	29.948013	117.052164	125.195398	16.186040	100.069303	16.230782	70.782144	1.052324	703.727081	425.366609	41.494822	31.661540	119.788019	68.696249	33.776813	206.099835	46.673757	0.0	29.149622	94.481461	48.024229	148.405528	236.194661	58.250046	52.280695	138.026859	121.464591	53.965983	107.999382	13.189791	114.192923	201.055797	185.574738	5.779579	0.056861	0.054182	0.361138	0.215586	5.662320	92.183347	125.568785	65.106816	241.278133	171.849418	345.542646	0.024246	1.021751	131.088112	268.437258	52.117315	167.986814	144.277722	78.910910	43.259138	362.144764	0.029691	0.411888	46.382080	1765.745243	165.718430	170.824761	45.630212	55.225025	191.172372	7.471053	1.237722	161.326808	6.257287	0.233196	45.663858	19.405086	35.488383	65.349456	0.0	18.276365	34.756796	169.399653	144.236031	140.322362	1.012113	0.017147	0.029691	0.0	0.0	0.034280	0.017147	0.061800	0.0	0.0	0.017147	222.236103	162.591272	12.238133	0.017147	402.007069	37.867908	11.874336	8.869624	1062.866755	107.924374	3.533512	4.194796	9.269991	0.146462	0.173548	133.085122	81.992031	0.017147	79.127263	16.994433	0.029691	6.955756	82.781850	30.363798	148.652945	1.181079	757.770038	5.672152	384.083022	82.737363	143.828329	40.077228	70.791390	201.789983	4.293105	2.161516	325.300249	26.620265	79.252912	190.098116	43.979193	0.222915	197.483819	0.890433	342.115544	1.290790	854.362354	11.524618	82.200841	32.174665	70.260083	9.328360	194.773965	67.835728	270.135428	7.930775	47.602384	128.939259	0.915250	106.818482	0.484632	0.061778	0.481639	1.88799	115.187315	72.518711	87.441172	6.316700	0.32594	3.939918	39.955961	3.370630	226.043407	38.235376	217.883434	317.650690	5111.297019	3163.729938	295.625909	89.859779	25.383983	0.017147	140.328059	288.502093	0.106761	6.635540	1.888129	5.746875	0.034295	76.099723	0.017147	859.874737	23.989483	0.017147	1.458395	0.038338	38.457989	0.041992	250.164438	0.072739	0.0	0.024246	0.617537	16.218396	0.051381	105.669921	147.057751	20.633619	0.328916	691.153711	38.060061	324.755321	7.651335	0.858631	619.132666	83.022408	31.629114	43.829376	119.209597	666.394988	161.812561	445.872321	275.358258	61.76950	115.631996	69.329237	72.155350	271.132634	654.772988	214.331573	28.483598	142.778169	11.456449	104.874532	188.653155	75.056029	95.776520	58.519889	161.241472	54.160226	216.975184	983.987840	78.519645	3.016767	103.461594	233.811587	44.598675	106.066487	44.767371	34.310849	191.634531	341.062878	1179.873474	34.776674	0.017147	40.930971	17.091682	304.610678	62.85148	280.625700	68.319842	32.815401	1009.709662	64.923723	121.730328	117.231533	56.671092	2.315196	5.111683	3.785414	53.629638	0.017147	5.915891	911.977403	34.871413	84.877097	156.864877	2.680617	5.144201	1.616607	2.553638	1.952016	145.589514	88.574224	191.330610	68.895043	4931.206192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Datos faltantes

missing_values_df_counts = df_counts.isna().sum().sum()
print(f"\n🔹 Valores faltantes en la matriz de expresión: {missing_values_df_counts}")

🔹 Valores faltantes en la matriz de expresión: 0

Distriucion d egenes mas expresados

plt.figure(figsize=(10, 6))
sns.barplot(x=top_genes.index, y=top_genes.values, palette="coolwarm")
plt.xticks(rotation = 45)
plt.title("Top 10 genes más expresados")
plt.ylabel("Número de células")
plt.xlabel("Genes")
plt.ticklabel_format(style='plain', axis = 'y')
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\2846432112.py:2: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=top_genes.index, y=top_genes.values, palette="coolwarm")

_images/ea597f1b0815ee4e7284ae2aee0339804026263696e93d637246e6a353cbfa30.png

top_menos_genes = df_counts.sum().sort_values(ascending=True).head(100)
print("\n🔹 Top 10 genes menos expresados:")
print(top_menos_genes)
# display(HTML(top_menos_genes.to_html()))

🔹 Top 10 genes menos expresados:
zsGreen_transgene    0
Olfr1419             0
Olfr1418             0
Olfr1416             0
Olfr1415             0
                    ..
BC048602             0
Olfr1353             0
Olfr1351             0
BC049730             0
Olfr1350             0
Length: 100, dtype: int64

genes_sin_expresion = df_counts[df_counts.iloc[:,1:].sum(axis=1) == 0]
display(HTML(genes_sin_expresion.head().to_html()))

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3	Aqp4	Aqp5	Aqp6	Aqp7	Aqp8	Aqp9	Aqr	Ar	Araf	Arap1	Arap2	Arap3	Arc	Arcn1	Areg	Arf1	Arf2	Arf3	Arf4	Arf5	Arf6	Arfgap1	Arfgap2	Arfgap3	Arfgef1	Arfgef2	Arfip1	Arfip2	Arfrp1	Arg1	Arg2	Arglu1	Arhgap1	Arhgap10	Arhgap11a	Arhgap12	Arhgap15	Arhgap17	Arhgap18	Arhgap19	Arhgap20	Arhgap21	Arhgap22	Arhgap23	Arhgap24	Arhgap25	Arhgap26	Arhgap27	Arhgap28	Arhgap29	Arhgap30	Arhgap31	Arhgap32	Arhgap33	Arhgap36	Arhgap39	Arhgap4	Arhgap40	Arhgap42	Arhgap44	Arhgap5	Arhgap6	Arhgap8	Arhgap9	Arhgdia	Arhgdib	Arhgdig	Arhgef1	Arhgef10	Arhgef10l	Arhgef11	Arhgef12	Arhgef15	Arhgef16	Arhgef17	Arhgef18	Arhgef19	Arhgef2	Arhgef25	Arhgef26	Arhgef3	Arhgef33	Arhgef37	Arhgef38	Arhgef4	Arhgef40	Arhgef5	Arhgef6	Arhgef7	Arhgef9	Arid1a	Arid1b	Arid2	Arid3a	Arid3b	Arid3c	Arid4a	Arid4b	Arid5a	Arid5b	Arih1	Arih2	Arl1	Arl10	Arl11	Arl13a	Arl13b	Arl14	Arl15	Arl16	Arl2	Arl2bp	Arl3	Arl4a	Arl4c	Arl4d	Arl5a	Arl5b	Arl5c	Arl6	Arl6ip1	Arl6ip4	Arl6ip5	Arl6ip6	Arl8a	Arl8b	Arl9	Armc1	Armc10	Armc2	Armc3	Armc4	Armc5	Armc6	Armc7	Armc8	Armc9	Armcx1	Armcx2	Armcx3	Armcx4	Armcx5	Armcx6	Arnt	Arnt2	Arntl	Arntl2	Arpc1a	Arpc1b	Arpc2	Arpc3	Arpc4	Arpc5	Arpc5l	Arpm1	Arpp19	Arpp21	Arr3	Arrb1	Arrb2	Arrdc1	Arrdc2	Arrdc3	Arrdc4	Arrdc5	Arsa	Arsb	Arsg	Arsi	Arsj	Arsk	Art1	Art2a-ps	Art2b	Art3	Art4	Art5	Artn	Arv1	Arvcf	Arx	Arxes1	Arxes2	As3mt	Asah1	Asah2	Asap1	Asap2	Asap3	Asb1	Asb10	Asb11	Asb12	Asb13	Asb14	Asb15	Asb16	Asb17	Asb18	Asb2	Asb3	Asb4	Asb5	Asb6	Asb7	Asb8	Asb9	Ascc1	Ascc2	Ascc3	Ascl1	Ascl2	Ascl3	Ascl4	Asf1a	Asf1b	Asgr1	Asgr2	Ash1l	Ash2l	Asl	Asmt	Asna1	Asns	Asnsd1	Aspa	Aspdh	Aspg	Asph	Asphd1	Asphd2	Aspm	Aspn	Asprv1	Aspscr1	Asrgl1	Ass1	Aste1	Astl	Astn1	Astn2	Asxl1	Asxl2	Asxl3	Asz1	Atad1	Atad2	Atad2b	Atad3a	Atad5	Atat1	Atcay	Ate1	Atf1	Atf2	Atf3	Atf4	Atf5	Atf6	Atf6b	Atf7	Atf7ip	Atf7ip2	Atg10	Atg12	Atg13	Atg14	Atg16l1	Atg16l2	Atg2a	Atg2b	Atg3	Atg4a	Atg4b	Atg4c	Atg4d	Atg5	Atg7	Atg9a	Atg9b	Athl1	Atic	Atl1	Atl2	Atl3	Atm	Atmin	Atn1	Atoh1	Atoh7	Atoh8	Atox1	Atp10a	Atp10b	Atp10d	Atp11a	Atp11b	Atp11c	Atp12a	Atp13a1	Atp13a2	Atp13a3	Atp13a4	Atp13a5	Atp1a1	Atp1a2	Atp1a3	Atp1a4	Atp1b1	Atp1b2	Atp1b3	Atp1b4	Atp2a1	Atp2a2	Atp2a3	Atp2b1	Atp2b2	Atp2b3	Atp2b4	Atp2c1	Atp2c2	Atp4a	Atp4b	Atp5a1	Atp5b	Atp5c1	Atp5d	Atp5e	Atp5f1	Atp5g1	Atp5g2	Atp5g3	Atp5h	Atp5j	Atp5j2	Atp5k	Atp5l	Atp5o	Atp5s	Atp5sl	Atp6ap1	Atp6ap1l	Atp6ap2	Atp6v0a1	Atp6v0a2	Atp6v0a4	Atp6v0b	Atp6v0c	Atp6v0c-ps2	Atp6v0d1	Atp6v0d2	Atp6v0e	Atp6v0e2	Atp6v1a	Atp6v1b1	Atp6v1b2	Atp6v1c1	Atp6v1c2	Atp6v1d	Atp6v1e1	Atp6v1e2	Atp6v1f	Atp6v1g1	Atp6v1g2	Atp6v1g3	Atp6v1h	Atp7a	Atp7b	Atp8a1	Atp8a2	Atp8b1	Atp8b2	Atp8b3	Atp8b4	Atp8b5	Atp9a	Atp9b	Atpaf1	Atpaf2	Atpbd4	Atpif1	Atr	Atrip	Atrn	Atrnl1	Atrx	Atxn1	Atxn10	Atxn1l	Atxn2	Atxn2l	Atxn3	Atxn7	Atxn7l1	Atxn7l2	Atxn7l3	Atxn7l3b	Auh	Aup1	Aurka	Aurkaip1	Aurkb	Aurkc	Auts2	Aven	Avil	Avl9	Avp	Avpi1	Avpr1a	Avpr1b	Avpr2	Awat1	Awat2	Axin1	Axin2	Axl	Aym1	Azgp1	Azi1	Azi2	Azin1	B020004C17Rik	B020004J07Rik	B020014A21Rik	B020018J22Rik	B020031M17Rik	B130006D01Rik	B130024G19Rik	B130034C11Rik	B230118H07Rik	B230119M05Rik	B230120H23Rik	B230206F22Rik	B230206H07Rik	B230208H11Rik	B230208H17Rik	B230209E15Rik	B230209K01Rik	B230214G05	B230216N24Rik	B230217C12Rik	B230217O12Rik	B230219D22Rik	B230312A22Rik	B230312C02Rik	B230319C09Rik	B230323A14Rik	B230378P21Rik	B2m	B330016D10Rik	B3galnt1	B3galnt2	B3galt1	B3galt2	B3galt4	B3galt5	B3galt6	B3galtl	B3gat1	B3gat2	B3gat3	B3gnt1	B3gnt2	B3gnt3	B3gnt4	B3gnt5	B3gnt6	B3gnt7	B3gnt8	B3gnt9-ps	B3gntl1	B430010I23Rik	B430212C06Rik	B430306N03Rik	B430319G15Rik	B4galnt1	B4galnt2	B4galnt3	B4galnt4	B4galt1	B4galt2	B4galt3	B4galt4	B4galt5	B4galt6	B4galt7	B630005N14Rik	B630019K06Rik	B830017H08Rik	B930003M22Rik	B930007M17Rik	B930018H19	B930025P03Rik	B930041F14Rik	B930059L03Rik	B930092H01Rik	B9d1	B9d2	BB014433	BB019430	BB031773	BB123696	BB283400	BB287469	BB557941	BC002163	BC002230	BC003266	BC003331	BC003965	BC004004	BC005537	BC005561	BC005624	BC005764	BC006779	BC006965	BC013529	BC013712	BC016423	BC016495	BC016579	BC017158	BC017612	BC017643	BC017647	BC018242	BC018473	BC018507	BC020402	BC020535	BC021614	BC021767	BC021785	BC021891	BC022687	BC023829	BC024139	BC024386	BC024479	BC024582	BC024659	BC024978	BC025920	BC026585	BC026590	BC027072	BC027231	BC028528	BC029214	BC029722	BC030307	BC030336	BC030476	BC030500	BC030867	BC030870	BC031181	BC031353	BC031361	BC031781	BC032203	BC033916	BC035044	BC037032	BC037034	BC037704	BC039771	BC039966	BC046331	BC046404	BC048355	BC048403	BC048502	BC048507	BC048546	BC048562	BC048602	BC048609	BC048644	BC048671	BC048679	BC048943	BC049352	BC049635	BC049715	BC049730	BC049762	BC051019	BC051070	BC051142	BC051226	BC051537	BC051628	BC051665	BC052040	BC052688	BC053393	BC053749	BC055004	BC055111	BC055324	BC055402	BC056474	BC057022	BC057079	BC060267	BC061194	BC061212	BC061237	BC064078	BC065397	BC066135	BC067068	BC068157	BC068281	BC080695	BC088983	BC089491	BC089597	BC090627	BC094916	BC096441	BC100451	BC100530	BC107364	BC117090	BC125332	BC147527	Baalc	Baat	Baat1	Bace1	Bace2	Bach1	Bach2	Bad	Bag1	Bag2	Bag3	Bag4	Bag5	Bag6	Bahcc1	Bahd1	Bai1	Bai2	Bai3	Baiap2	Baiap2l1	Baiap2l2	Baiap3	Bak1	Bambi	Bambi-ps1	Banf1	B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cdc32	Ccdc33	Ccdc34	Ccdc36	Ccdc37	Ccdc38	Ccdc39	Ccdc40	Ccdc41	Ccdc42	Ccdc42b	Ccdc43	Ccdc45	Ccdc46	Ccdc47	Ccdc48	Ccdc50	Ccdc51	Ccdc53	Ccdc54	Ccdc55	Ccdc56	Ccdc57	Ccdc58	Ccdc59	Ccdc6	Ccdc60	Ccdc61	Ccdc62	Ccdc63	Ccdc64	Ccdc64b	Ccdc65	Ccdc66	Ccdc67	Ccdc68	Ccdc69	Ccdc7	Ccdc70	Ccdc71	Ccdc72	Ccdc73	Ccdc74a	Ccdc75	Ccdc76	Ccdc77	Ccdc78	Ccdc79	Ccdc8	Ccdc80	Ccdc81	Ccdc82	Ccdc83	Ccdc84	Ccdc85a	Ccdc85b	Ccdc85c	Ccdc86	Ccdc87	Ccdc88a	Ccdc88b	Ccdc88c	Ccdc89	Ccdc9	Ccdc90a	Ccdc90b	Ccdc91	Ccdc92	Ccdc93	Ccdc94	Ccdc96	Ccdc97	Ccdc99	Cchcr1	Ccin	Cck	Cckar	Cckbr	Ccl1	Ccl11	Ccl12	Ccl17	Ccl19	Ccl2	Ccl20	Ccl21a	Ccl21b	Ccl21c	Ccl22	Ccl24	Ccl25	Ccl26	Ccl27a	Ccl27b	Ccl28	Ccl3	Ccl4	Ccl5	Ccl6	Ccl7	Ccl8	Ccl9	Ccm2	Ccna1	Ccna2	Ccnb1	Ccnb1ip1	Ccnb2	Ccnb3	Ccnc	Ccnd1	Ccnd2	Ccnd3	Ccndbp1	Ccne1	Ccne2	Ccnf	Ccng1	Ccng2	Ccnh	Ccni	Ccnj	Ccnjl	Ccnk	Ccnl1	Ccnl2	Ccno	Ccnt1	Ccnt2	Ccny	Ccnyl1	Ccpg1	Ccr1	Ccr10	Ccr1l1	Ccr2	Ccr3	Ccr4	Ccr5	Ccr6	Ccr7	Ccr8	Ccr9	Ccrl1	Ccrl2	Ccrn4l	Ccs	Cct2	Cct3	Cct4	Cct5	Cct6a	Cct6b	Cct7	Cct8	Cct8l1	Ccz1	Cd101	Cd109	Cd14	Cd151	Cd160	Cd163	Cd163l1	Cd164	Cd164l2	Cd177	Cd180	Cd19	Cd1d1	Cd1d2	Cd2	Cd200	Cd200r1	Cd200r2	Cd200r3	Cd200r4	Cd207	Cd209a	Cd209b	Cd209c	Cd209d	Cd209e	Cd209f	Cd209g	Cd22	Cd226	Cd244	Cd247	Cd248	Cd24a	Cd27	Cd274	Cd276	Cd28	Cd2ap	Cd2bp2	Cd300a	Cd300c	Cd300e	Cd300lb	Cd300ld	Cd300lf	Cd300lg	Cd300lh	Cd302	Cd320	Cd33	Cd34	Cd36	Cd37	Cd38	Cd3d	Cd3e	Cd3eap	Cd3g	Cd4	Cd40	Cd40lg	Cd44	Cd46	Cd47	Cd48	Cd5	Cd52	Cd53	Cd55	Cd59a	Cd59b	Cd5l	Cd6	Cd63	Cd68	Cd69	Cd7	Cd70	Cd72	Cd74	Cd79a	Cd79b	Cd80	Cd81	Cd82	Cd83	Cd84	Cd86	Cd8a	Cd8b1	Cd9	Cd93	Cd96	Cd97	Cd99l2	Cda	Cdadc1	Cdan1	Cdc123	Cdc14a	Cdc14b	Cdc16	Cdc20	Cdc23	Cdc25a	Cdc25b	Cdc25c	Cdc26	Cdc27	Cdc34	Cdc37	Cdc37l1	Cdc40	Cdc42	Cdc42bpa	Cdc42bpb	Cdc42bpg	Cdc42ep1	Cdc42ep2	Cdc42ep3	Cdc42ep4	Cdc42ep5	Cdc42se1	Cdc42se2	Cdc45	Cdc5l	Cdc6	Cdc7	Cdc73	Cdca2	Cdca3	Cdca4	Cdca5	Cdca7	Cdca7l	Cdca8	Cdcp1	Cdcp2	Cdh1	Cdh10	Cdh11	Cdh12	Cdh13	Cdh15	Cdh16	Cdh17	Cdh18	Cdh19	Cdh2	Cdh20	Cdh22	Cdh23	Cdh24	Cdh26	Cdh3	Cdh4	Cdh5	Cdh6	Cdh7	Cdh8	Cdh9	Cdhr1	Cdhr2	Cdhr3	Cdhr5	Cdipt	Cdk1	Cdk10	Cdk11b	Cdk12	Cdk13	Cdk14	Cdk15	Cdk16	Cdk17	Cdk18	Cdk19	Cdk2	Cdk20	Cdk2ap1	Cdk2ap2	Cdk3-ps	Cdk4	Cdk5	Cdk5r1	Cdk5r2	Cdk5rap1	Cdk5rap2	Cdk5rap3	Cdk6	Cdk7	Cdk8	Cdk9	Cdkal1	Cdkl1	Cdkl2	Cdkl3	Cdkl4	Cdkl5	Cdkn1a	Cdkn1b	Cdkn1c	Cdkn2a	Cdkn2aip	Cdkn2aipnl	Cdkn2b	Cdkn2c	Cdkn2d	Cdkn3	Cdnf	Cdo1	Cdon	Cdr1	Cdr2	Cdr2l	Cdrt4	Cds1	Cds2	Cdsn	Cdt1	Cdv3	Cdx1	Cdx2	Cdx4	Cdyl	Cdyl2	Ceacam-ps1	Ceacam1	Ceacam10	Ceacam11	Ceacam12	Ceacam13	Ceacam14	Ceacam15	Ceacam16	Ceacam18	Ceacam19	Ceacam2	Ceacam20	Ceacam3	Ceacam5	Ceacam9	Cebpa	Cebpb	Cebpd	Cebpe	Cebpg	Cebpz	Cecr2	Cecr5	Cecr6	Cel	Cela1	Cela2a	Cela3b	Celf1	Celf2	Celf3	Celf4	Celf5	Celf6	Celsr1	Celsr2	Celsr3	Cend1	Cenpa	Cenpb	Cenpc1	Cenpe	Cenpf	Cenph	Cenpi	Cenpj	Cenpk	Cenpl	Cenpm	Cenpn	Cenpo	Cenpp	Cenpq	Cenpt	Cenpv	Cenpw	Cep110	Cep120	Cep135	Cep152	Cep164	Cep170	Cep192	Cep250	Cep290	Cep350	Cep55	Cep57	Cep57l1	Cep63	Cep68	Cep70	Cep72	Cep76	Cep78	Cep97	Cept1	Cer1	Cercam	Cerk	Cerkl	Ces1a	Ces1b	Ces1c	Ces1d	Ces1e	Ces1f	Ces1g	Ces2a	Ces2b	Ces2c	Ces2d-ps	Ces2e	Ces2f	Ces2g	Ces3a	Ces3b	Ces4a	Ces5a	Cetn1	Cetn2	Cetn3	Cetn4	Cfb	Cfc1	Cfd	Cfdp1	Cfh	Cfhr1	Cfhr2	Cfi	Cfl1	Cfl2	Cflar	Cfp	Cftr	Cga	Cggbp1	Cgn	Cgnl1	Cgref1	Cgrrf1	Ch25h	Chac1	Chac2	Chad	Chadl	Chaf1a	Chaf1b	Chat	Chchd1	Chchd10	Chchd2	Chchd3	Chchd4	Chchd5	Chchd6	Chchd7	Chchd8	Chd1	Chd1l	Chd2	Chd3	Chd4	Chd5	Chd6	Chd7	Chd8	Chd9	Chdh	Chek1	Chek2	Cherp	Chfr	Chga	Chgb	Chi3l1	Chi3l3	Chi3l4	Chia	Chic1	Chic2	Chid1	Chit1	Chka	Chkb	Chl1	Chm	Chml	Chmp1a	Chmp1b	Chmp2a	Chmp2b	Chmp3	Chmp4b	Chmp4c	Chmp5	Chmp6	Chmp7	Chn1	Chn2	Chodl	Chordc1	Chpf	Chpf2	Chpt1	Chrac1	Chrd	Chrdl1	Chrdl2	Chrm1	Chrm2	Chrm3	Chrm4	Chrm5	Chrna1	Chrna10	Chrna2	Chrna3	Chrna4	Chrna5	Chrna6	Chrna7	Chrna9	Chrnb1	Chrnb2	Chrnb3	Chrnb4	Chrnd	Chrne	Chrng	Chst1	Chst10	Chst11	Chst12	Chst13	Chst14	Chst15	Chst2	Chst3	Chst4	Chst5	Chst7	Chst8	Chst9	Chsy1	Chsy3	Chtf18	Chtf8	Chuk	Churc1	Ciao1	Ciapin1	Cib1	Cib2	Cib3	Cib4	Cic	Cidea	Cideb	Cidec	Ciita	Cilp	Cilp2	Cinp	Cir1	Cirbp	Cirh1a	Cisd1	Cisd2	Cisd3	Cish	Cit	Cited1	Cited2	Cited4	Ciz1	Ckap2	Ckap2l	Ckap4	Ckap5	Ckb	Cklf	Ckm	Ckmt1	Ckmt2	Cks1b	Cks2	Clasp1	Clasp2	Clasrp	Clca1	Clca2	Clca3	Clca4	Clca5	Clca6	Clcc1	Clcf1	Clcn1	Clcn2	Clcn3	Clcn4-2	Clcn5	Clcn6	Clcn7	Clcnka	Clcnkb	Cldn1	Cldn10	Cldn11	Cldn12	Cldn13	Cldn14	Cldn15	Cldn16	Cldn17	Cldn18	Cldn19	Cldn2	Cldn20	Cldn22	Cldn23	Cldn24	Cldn25	Cldn26	Cldn27	Cldn3	Cldn4	Cldn5	Cldn6	Cldn7	Cldn8	Cldn9	Cldnd2	Clec10a	Clec11a	Clec12a	Clec12b	Clec14a	Clec16a	Clec18a	Clec1a	Clec1b	Clec2d	Clec2e	Clec2g	Clec2h	Clec2i	Clec2l	Clec3a	Clec3b	Clec4a1	Clec4a2	Clec4a3	Clec4a4	Clec4b1	Clec4b2	Clec4d	Clec4e	Clec4f	Clec4g	Clec4n	Clec5a	Clec7a	Clec9a	Clgn	Clic1	Clic3	Clic4	Clic5	Clic6	Clint1	Clip1	Clip2	Clip3	Clip4	Clk1	Clk2	Clk3	Clk4	Clmn	Cln3	Cln5	Cln6	Cln8	Clnk	Clns1a	Clock	Clp1	Clpb	Clpp	Clps	Clptm1	Clptm1l	Clpx	Clrn1	Clrn2	Clrn3	Clspn	Clstn1	Clstn2	Clstn3	Clta	Cltb	Cltc	Clu	Cluap1	Clvs1	Clvs2	Clybl	Cma1	Cma2	Cmah	Cmas	Cmbl	Cmc1	Cmklr1	Cml1	Cml2	Cml3	Cml5	Cmpk1	Cmpk2	Cmtm1	Cmtm2a	Cmtm2b	Cmtm3	Cmtm4	Cmtm5	Cmtm6	Cmtm7	Cmtm8	Cmya5	Cnbp	Cndp1	Cndp2	Cnfn	Cnga1	Cnga2	Cnga3	Cnga4	Cngb1	Cngb3	Cnih	Cnih2	Cnih3	Cnih4	Cnksr1	Cnksr2	Cnksr3	Cnn1	Cnn2	Cnn3	Cnnm1	Cnnm2	Cnnm3	Cnnm4	Cno	Cnot1	Cnot10	Cnot2	Cnot3	Cnot4	Cnot6	Cnot6l	Cnot7	Cnot8	Cnp	Cnpy1	Cnpy2	Cnpy3	Cnpy4	Cnr1	Cnr2	Cnrip1	Cnst	Cntd1	Cntf	Cntfr	Cntln	Cntn1	Cntn2	Cntn3	Cntn4	Cntn5	Cntn6	Cntnap1	Cntnap2	Cntnap3	Cntnap4	Cntnap5a	Cntnap5b	Cntnap5c	Cntrob	Coasy	Cobl	Cobll1	Cobra1	Coch	Cog1	Cog2	Cog3	Cog4	Cog5	Cog6	Cog7	Cog8	Coil	Col10a1	Col11a1	Col11a2	Col12a1	Col13a1	Col14a1	Col15a1	Col16a1	Col17a1	Col18a1	Col19a1	Col1a1	Col1a2	Col20a1	Col22a1	Col23a1	Col24a1	Col25a1	Col27a1	Col28a1	Col2a1	Col3a1	Col4a1	Col4a2	Col4a3	Col4a3bp	Col4a4	Col4a5	Col4a6	Col5a1	Col5a2	Col5a3	Col6a1	Col6a2	Col6a3	Col6a4	Col6a5	Col6a6	Col7a1	Col8a1	Col8a2	Col9a1	Col9a2	Col9a3	Colec10	Colec11	Colec12	Colq	Commd1	Commd10	Commd2	Commd3	Commd4	Commd5	Commd6	Commd7	Commd8	Commd9	Comp	Comt	Comtd1	Copa	Copb1	Copb2	Cope	Copg	Copg2	Cops2	Cops3	Cops4	Cops5	Cops6	Cops7a	Cops7b	Cops8	Copz1	Copz2	Coq10a	Coq10b	Coq2	Coq3	Coq4	Coq5	Coq6	Coq7	Coq9	Corin	Coro1a	Coro1b	Coro1c	Coro2a	Coro2b	Coro6	Coro7	Cort	Cotl1	Cox10	Cox11	Cox15	Cox16	Cox17	Cox18	Cox19	Cox4i1	Cox4i2	Cox4nb	Cox5a	Cox5b	Cox6a1	Cox6a2	Cox6b1	Cox6b2	Cox6c	Cox7a1	Cox7a2	Cox7a2l	Cox7b	Cox7b2	Cox7c	Cox8a	Cox8b	Cox8c	Cp	Cpa1	Cpa2	Cpa3	Cpa4	Cpa5	Cpa6	Cpb1	Cpb2	Cpd	Cpe	Cpeb1	Cpeb2	Cpeb3	Cpeb4	Cphx	Cplx1	Cplx2	Cplx3	Cplx4	Cpm	Cpn1	Cpn2	Cpne1	Cpne2	Cpne3	Cpne4	Cpne5	Cpne6	Cpne7	Cpne8	Cpne9	Cpox	Cpped1	Cps1	Cpsf1	Cpsf2	Cpsf3	Cpsf3l	Cpsf4	Cpsf4l	Cpsf6	Cpsf7	Cpt1a	Cpt1b	Cpt1c	Cpt2	Cpvl	Cpxcr1	Cpxm1	Cpxm2	Cpz	Cr1l	Cr2	Crabp1	Crabp2	Cradd	Cramp1l	Crat	Crb1	Crb2	Crb3	Crbn	Crcp	Crct1	Cre_transgene	Creb1	Creb3	Creb3l1	Creb3l2	Creb3l3	Creb3l4	Creb5	Crebbp	Crebl2	Crebzf	Creg1	Creg2	Creld1	Creld2	Crem	Crh	Crhbp	Crhr1	Crhr2	Crim1	Crip1	Crip2	Crip3	Cript	Crisp1	Crisp2	Crisp3	Crisp4	Crispld1	Crispld2	Crk	Crkl	Crlf1	Crlf2	Crlf3	Crls1	Crmp1	Crnkl1	Crnn	Crocc	Crot	Crp	Crtac1	Crtam	Crtap	Crtc1	Crtc2	Crtc3	Crx	Crxos1	Cry1	Cry2	Cryaa	Cryab	Cryba1	Cryba2	Cryba4	Crybb1	Crybb2	Crybb3	Crybg3	Cryga	Crygb	Crygc	Crygd	Cryge	Crygf	Crygn	Crygs	Cryl1	Crym	Cryz	Cryzl1	Cs	Csad	Csda	Csdc2	Csde1	Cse1l	Csf1	Csf1r	Csf2	Csf2ra	Csf2rb	Csf2rb2	Csf3	Csf3r	Csgalnact1	Csgalnact2	Csk	Csl	Csmd1	Csmd3	Csn1s1	Csn1s2a	Csn1s2b	Csn2	Csn3	Csnk1a1	Csnk1d	Csnk1e	Csnk1g1	Csnk1g2	Csnk1g3	Csnk2a1	Csnk2a2	Csnk2b	Csnka2ip	Cspg4	Cspg5	Cspp1	Csprs	Csrnp1	Csrnp2	Csrnp3	Csrp1	Csrp2	Csrp2bp	Csrp3	Cst10	Cst11	Cst12	Cst13	Cst3	Cst6	Cst7	Cst8	Cst9	Csta	Cstad	Cstb	Cstf1	Cstf2	Cstf2t	Cstf3	Cstl1	Ctag2	Ctage5	Ctbp1	Ctbp2	Ctbs	Ctcf	Ctcfl	Ctdnep1	Ctdp1	Ctdsp1	Ctdsp2	Ctdspl	Ctdspl2	Ctf1	Ctf2	Ctgf	Cth	Cthrc1	Ctif	Ctla2a	Ctla2b	Ctla4	Ctnna1	Ctnna2	Ctnna3	Ctnnal1	Ctnnb1	Ctnnbip1	Ctnnbl1	Ctnnd1	Ctnnd2	Ctns	Ctps	Ctps2	Ctr9	Ctrb1	Ctrc	Ctrl	Cts3	Cts6	Cts7	Cts8	Cts8-ps	Ctsa	Ctsb	Ctsc	Ctsd	Ctse	Ctsf	Ctsg	Ctsh	Ctsj	Ctsk	Ctsl	Ctsll3	Ctsm	Ctso	Ctsq	Ctsr	Ctss	Ctsw	Ctsz	Cttn	Cttnbp2	Cttnbp2nl	Ctu1	Ctu2	Ctxn1	Ctxn2	Ctxn3	Cubn	Cuedc1	Cuedc2	Cul1	Cul2	Cul3	Cul4a	Cul4b	Cul5	Cul7	Cul9	Cuta	Cutc	Cux1	Cux2	Cuzd1	Cwc15	Cwc22	Cwc25	Cwc27	Cwf19l1	Cwf19l2	Cwh43	Cx3cl1	Cx3cr1	Cxadr	Cxcl1	Cxcl10	Cxcl11	Cxcl12	Cxcl13	Cxcl14	Cxcl15	Cxcl16	Cxcl17	Cxcl2	Cxcl3	Cxcl5	Cxcl9	Cxcr1	Cxcr2	Cxcr3	Cxcr4	Cxcr5	Cxcr6	Cxcr7	Cxx1a	Cxx1b	Cxx1c	Cxxc1	Cxxc4	Cxxc5	Cyb5	Cyb561	Cyb561d1	Cyb561d2	Cyb5b	Cyb5d1	Cyb5d2	Cyb5r1	Cyb5r2	Cyb5r3	Cyb5r4	Cyb5rl	Cyba	Cybasc3	Cybb	Cybrd1	Cyc1	Cycs	Cyct	Cyfip1	Cyfip2	Cygb	Cyhr1	Cylc1	Cylc2	Cyld	Cym	Cyp11a1	Cyp11b1	Cyp11b2	Cyp17a1	Cyp19a1	Cyp1a1	Cyp1a2	Cyp1b1	Cyp20a1	Cyp21a1	Cyp24a1	Cyp26a1	Cyp26b1	Cyp26c1	Cyp27a1	Cyp27b1	Cyp2a12	Cyp2a22	Cyp2a4	Cyp2a5	Cyp2ab1	Cyp2b10	Cyp2b13	Cyp2b19	Cyp2b23	Cyp2b9	Cyp2c29	Cyp2c37	Cyp2c38	Cyp2c39	Cyp2c40	Cyp2c44	Cyp2c50	Cyp2c53-ps	Cyp2c54	Cyp2c55	Cyp2c65	Cyp2c66	Cyp2c67	Cyp2c68	Cyp2c69	Cyp2c70	Cyp2d10	Cyp2d11	Cyp2d12	Cyp2d13	Cyp2d22	Cyp2d26	Cyp2d34	Cyp2d37-ps	Cyp2d40	Cyp2d9	Cyp2e1	Cyp2f2	Cyp2g1	Cyp2j11	Cyp2j12	Cyp2j13	Cyp2j5	Cyp2j6	Cyp2j8	Cyp2j9	Cyp2r1	Cyp2s1	Cyp2t4	Cyp2u1	Cyp2w1	Cyp39a1	Cyp3a11	Cyp3a13	Cyp3a16	Cyp3a25	Cyp3a41a	Cyp3a41b	Cyp3a44	Cyp3a57	Cyp3a59	Cyp46a1	Cyp4a10	Cyp4a12a	Cyp4a12b	Cyp4a14	Cyp4a29-ps	Cyp4a30b-ps	Cyp4a31	Cyp4a32	Cyp4b1	Cyp4f13	Cyp4f14	Cyp4f15	Cyp4f16	Cyp4f17	Cyp4f18	Cyp4f39	Cyp4f40	Cyp4f41-ps	Cyp4v3	Cyp4x1	Cyp51	Cyp7a1	Cyp7b1	Cyp8b1	Cypt1	Cypt10	Cypt12	Cypt14	Cypt15	Cypt2-ps	Cypt3	Cypt4	Cypt7	Cypt8	Cypt9	Cyr61	Cys1	Cysltr1	Cysltr2	Cyth1	Cyth2	Cyth3	Cyth4	Cytip	Cytl1	Cyyr1	D030016E14Rik	D030018L15Rik	D030024E09Rik	D030025E07Rik	D030025P21Rik	D030028A08Rik	D030040B21Rik	D030045P18Rik	D030047H15Rik	D030056L22Rik	D0H4S114	D10Bwg1379e	D10Jhu81e	D10Wsu102e	D10Wsu52e	D11Wsu47e	D11Wsu99e	D130009I18Rik	D130017N08Rik	D130020L05Rik	D130040H23Rik	D130043K22Rik	D14Abb1e	D14Ertd449e	D14Ertd668e	D15Ertd621e	D16Ertd472e	D16Ertd519e	D16H22S680E	D17Ertd648e	D17H6S53E	D17H6S56E-3	D17Wsu104e	D17Wsu92e	D18Ertd653e	D19Bwg1357e	D19Ertd386e	D19Ertd737e	D19Wsu162e	D1Bwg0212e	D1Ertd622e	D1Pas1	D230025D16Rik	D230030E09Rik	D230037D09Rik	D2Ertd750e	D2Wsu81e	D2hgdh	D330012F22Rik	D330022K07Rik	D330023K18Rik	D330028D13Rik	D330041H03Rik	D330045A20Rik	D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1a	Dynlt1b	Dynlt1c	Dynlt1f	Dynlt3	Dyrk1a	Dyrk1b	Dyrk2	Dyrk3	Dyrk4	Dysf	Dytn	Dyx1c1	Dzip1	Dzip1l	Dzip3	E030002O03Rik	E030003E18Rik	E030010A14Rik	E030011O05Rik	E030013I19Rik	E030018B13Rik	E030019B06Rik	E030019B13Rik	E030024N20Rik	E030025P04Rik	E030030I06Rik	E030044B06Rik	E130003G02Rik	E130006D01Rik	E130008D07Rik	E130012A19Rik	E130018N17Rik	E130102H24Rik	E130112N10Rik	E130114P18Rik	E130201H02Rik	E130203B14Rik	E130215H24Rik	E130218I03Rik	E130303B06Rik	E130304F04Rik	E130304I02Rik	E130306D19Rik	E130307A14Rik	E130308A19Rik	E130309D02Rik	E130309D14Rik	E130309F12Rik	E130310I04Rik	E130311K13Rik	E130317F20Rik	E230008N13Rik	E230016K23Rik	E230016M11Rik	E230019M04Rik	E230025N22Rik	E230029C05Rik	E2f1	E2f2	E2f3	E2f4	E2f5	E2f6	E2f7	E2f8	E330009D11	E330009J07Rik	E330011O21Rik	E330012B07Rik	E330013P04Rik	E330013P06	E330014E10Rik	E330016A19Rik	E330017A01Rik	E330017L17Rik	E330020D12Rik	E330021D16Rik	E330023G01	E330033B04Rik	E330033L03	E330034G19Rik	E430016F16Rik	E430018J23Rik	E430025E21Rik	E4f1	E530001F21Rik	E530011L22Rik	ERCC-00002	ERCC-00003	ERCC-00004	ERCC-00009	ERCC-00012	ERCC-00013	ERCC-00014	ERCC-00016	ERCC-00017	ERCC-00019	ERCC-00022	ERCC-00024	ERCC-00025	ERCC-00028	ERCC-00031	ERCC-00033	ERCC-00034	ERCC-00035	ERCC-00039	ERCC-00040	ERCC-00041	ERCC-00042	ERCC-00043	ERCC-00044	ERCC-00046	ERCC-00048	ERCC-00051	ERCC-00053	ERCC-00054	ERCC-00057	ERCC-00058	ERCC-00059	ERCC-00060	ERCC-00061	ERCC-00062	ERCC-00067	ERCC-00069	ERCC-00071	ERCC-00073	ERCC-00074	ERCC-00075	ERCC-00076	ERCC-00077	ERCC-00078	ERCC-00079	ERCC-00081	ERCC-00083	ERCC-00084	ERCC-00085	ERCC-00086	ERCC-00092	ERCC-00095	ERCC-00096	ERCC-00097	ERCC-00098	ERCC-00099	ERCC-00104	ERCC-00108	ERCC-00109	ERCC-00111	ERCC-00112	ERCC-00113	ERCC-00116	ERCC-00117	ERCC-00120	ERCC-00123	ERCC-00126	ERCC-00130	ERCC-00131	ERCC-00134	ERCC-00136	ERCC-00137	ERCC-00138	ERCC-00142	ERCC-00143	ERCC-00144	ERCC-00145	ERCC-00147	ERCC-00148	ERCC-00150	ERCC-00154	ERCC-00156	ERCC-00157	ERCC-00158	ERCC-00160	ERCC-00162	ERCC-00163	ERCC-00164	ERCC-00165	ERCC-00168	ERCC-00170	ERCC-00171	EU599041	Eaf1	Eaf2	Eapp	Ear1	Ear10	Ear11	Ear12	Ear14	Ear2	Ear3	Ear4	Ear5	Ear6	Ear7	Ears2	Ebag9	Ebf1	Ebf2	Ebf3	Ebf4	Ebi3	Ebna1bp2	Ebp	Ebpl	Ecd	Ece1	Ece2	Ecel1	Ech1	Echdc1	Echdc2	Echdc3	Echs1	Eci1	Eci2	Eci3	Ecm1	Ecm2	Ecscr	Ecsit	Ect2	Ect2l	Eda	Eda2r	Edar	Edaradd	Edc3	Edc4	Eddm3b	Edem1	Edem2	Edem3	Edf1	Edil3	Edn1	Edn2	Edn3	Ednra	Ednrb	Eea1	Eed	Eef1a1	Eef1a2	Eef1b2	Eef1d	Eef1e1	Eef1g	Eef2	Eef2k	Eefsec	Eepd1	Efcab1	Efcab10	Efcab2	Efcab3	Efcab4a	Efcab4b	Efcab5	Efcab6	Efcab7	Efcab8	Efcab9	Efemp1	Efemp2	Efha1	Efha2	Efhb	Efhc1	Efhc2	Efhd1	Efhd2	Efna1	Efna2	Efna3	Efna4	Efna5	Efnb1	Efnb2	Efnb3	Efr3a	Efr3b	Efs	Eftud1	Eftud2	Egf	Egfbp2	Egfem1	Egfl6	Egfl7	Egfl8	Egflam	Egfr	Egln1	Egln2	Egln3	Egr1	Egr2	Egr3	Egr4	Ehbp1	Ehbp1l1	Ehd1	Ehd2	Ehd3	Ehd4	Ehf	Ehhadh	Ehmt1	Ehmt2	Ei24	Eid1	Eid2	Eid2b	Eid3	Eif1	Eif1a	Eif1ad	Eif1ax	Eif1b	Eif2a	Eif2ak1	Eif2ak2	Eif2ak3	Eif2ak4	Eif2b1	Eif2b2	Eif2b3	Eif2b4	Eif2b5	Eif2c1	Eif2c2	Eif2c3	Eif2c4	Eif2d	Eif2s1	Eif2s2	Eif2s3x	Eif2s3y	Eif3a	Eif3b	Eif3c	Eif3d	Eif3e	Eif3f	Eif3g	Eif3h	Eif3i	Eif3j	Eif3k	Eif3l	Eif3m	Eif4a1	Eif4a2	Eif4a3	Eif4b	Eif4e	Eif4e1b	Eif4e2	Eif4e3	Eif4ebp1	Eif4ebp2	Eif4ebp3	Eif4enif1	Eif4g1	Eif4g2	Eif4g3	Eif4h	Eif5	Eif5a	Eif5a2	Eif5b	Eif6	Elac1	Elac2	Elane	Elavl1	Elavl2	Elavl3	Elavl4	Elf1	Elf2	Elf3	Elf4	Elf5	Elfn1	Elfn2	Elk1	Elk3	Elk4	Ell	Ell2	Ell3	Elmo1	Elmo2	Elmo3	Elmod1	Elmod2	Elmod3	Eln	Elof1	Elovl1	Elovl2	Elovl3	Elovl4	Elovl5	Elovl6	Elovl7	Elp2	Elp3	Elp4	Eltd1	Emb	Emcn	Emd	Eme1	Eme2	Emg1	Emid1	Emid2	Emilin1	Emilin2	Emilin3	Eml1	Eml2	Eml3	Eml4	Eml5	Eml6	Emp1	Emp2	Emp3	Emr1	Emr4	Emx1	Emx2	Emx2os	En1	En2	Enah	Enam	Enc1	Endod1	Endog	Endou	Eng	Engase	Enho	Enkur	Eno1	Eno2	Eno3	Eno4	Enoph1	Enox	Enox1	Enox2	Enpep	Enpp1	Enpp2	Enpp3	Enpp4	Enpp5	Enpp6	Enpp7	Ensa	Enthd1	Entpd1	Entpd2	Entpd3	Entpd4	Entpd5	Entpd6	Entpd7	Entpd8	Eny2	Eomes	Ep300	Ep400	Epas1	Epb4.1	Epb4.1l1	Epb4.1l2	Epb4.1l3	Epb4.1l4a	Epb4.1l4b	Epb4.1l5	Epb4.2	Epb4.9	Epc1	Epc2	Epcam	Epdr1	Epgn	Epha1	Epha10	Epha2	Epha3	Epha4	Epha5	Epha6	Epha7	Epha8	Ephb1	Ephb2	Ephb3	Ephb4	Ephb6	Ephx1	Ephx2	Ephx3	Ephx4	Epm2a	Epm2aip1	Epn1	Epn2	Epn3	Epo	Epor	Eppk1	Eprs	Eps15	Eps15l1	Eps8	Eps8l1	Eps8l2	Eps8l3	Epsti1	Ept1	Epx	Epyc	Eral1	Erap1	Eras	Erbb2	Erbb2ip	Erbb3	Erbb4	Erc1	Erc2	Ercc1	Ercc2	Ercc3	Ercc4	Ercc5	Ercc6	Ercc6l	Ercc8	Erdr1	Ereg	Erf	Erg	Ergic1	Ergic2	Ergic3	Erh	Eri1	Eri2	Eri3	Erich1	Erlec1	Erlin1	Erlin2	Ermap	Ermn	Ermp1	Ern1	Ern2	Ero1l	Ero1lb	Erp27	Erp29	Erp44	Errfi1	Erv3	Esam	Esco1	Esco2	Esd	Esf1	Esm1	Esp24	Esp3	Esp38	Espl1	Espn	Espnl	Esr1	Esr2	Esrp1	Esrp2	Esrra	Esrrb	Esrrg	Esx1	Esyt1	Esyt2	Esyt3	Etaa1	Etd	Etf1	Etfa	Etfb	Etfdh	Ethe1	Etl4	Etnk1	Etnk2	Etohd2	Etohi1	Ets1	Ets2	Etv1	Etv2	Etv3	Etv4	Etv5	Etv6	Evc	Evc2	Evi2a	Evi2b	Evi5	Evi5l	Evl	Evpl	Evx1	Evx2	Ewsr1	Exd1	Exd2	Exo1	Exoc1	Exoc2	Exoc3	Exoc3l	Exoc4	Exoc5	Exoc6	Exoc6b	Exoc7	Exoc8	Exog	Exosc1	Exosc10	Exosc2	Exosc3	Exosc4	Exosc5	Exosc6	Exosc7	Exosc8	Exosc9	Exph5	Expi	Ext1	Ext2	Extl1	Extl2	Extl3	Eya1	Eya2	Eya3	Eya4	Ezh1	Ezh2	Ezr	F10	F11	F11r	F12	F13a1	F13b	F2	F2r	F2rl1	F2rl2	F2rl3	F3	F420014N23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04	Gm7977	Gm805	Gm806	Gm8096	Gm813	Gm815	Gm8179	Gm8221	Gm8234	Gm826	Gm8267	Gm829	Gm8298	Gm8300	Gm833	Gm8348	Gm8369	Gm839	Gm8439	Gm8453	Gm853	Gm8579	Gm8580	Gm8615	Gm8633	Gm8660	Gm8677	Gm8693	Gm8709	Gm872	Gm8720	Gm8765	Gm8773	Gm8787	Gm88	Gm8801	Gm8817	Gm884	Gm885	Gm8882	Gm8883	Gm8884	Gm889	Gm8898	Gm8909	Gm8979	Gm8989	Gm8994	Gm9	Gm904	Gm9041	Gm9047	Gm9054	Gm906	Gm9079	Gm9112	Gm9125	Gm9159	Gm9199	Gm9268	Gm9320	Gm933	Gm9376	Gm94	Gm949	Gm9513	Gm9524	Gm9573	Gm960	Gm962	Gm9696	Gm97	Gm9705	Gm973	Gm9731	Gm9733	Gm9758	Gm9766	Gm9767	Gm9776	Gm9781	Gm98	Gm9833	Gm9839	Gm9846	Gm9855	Gm9866	Gm9871	Gm9895	Gm9897	Gm9899	Gm9920	Gm9926	Gm9958	Gm996	Gm9961	Gm9962	Gm9992	Gm9994	Gm9999	Gmcl1	Gmcl1l	Gmds	Gmeb1	Gmeb2	Gmfb	Gmfg	Gmip	Gml	Gmnn	Gmppa	Gmppb	Gmpr	Gmpr2	Gmps	Gna11	Gna12	Gna13	Gna14	Gna15	Gnai1	Gnai2	Gnai3	Gnal	Gnao1	Gnaq	Gnas	Gnat1	Gnat2	Gnat3	Gnaz	Gnb1	Gnb1l	Gnb2	Gnb2l1	Gnb3	Gnb4	Gnb5	Gne	Gng10	Gng11	Gng12	Gng13	Gng2	Gng3	Gng4	Gng5	Gng7	Gng8	Gngt1	Gngt2	Gnl1	Gnl2	Gnl3	Gnl3l	Gnmt	Gnpat	Gnpda1	Gnpda2	Gnpnat1	Gnptab	Gnptg	Gnrh1	Gnrhr	Gns	Golga1	Golga2	Golga3	Golga4	Golga5	Golga7	Golga7b	Golgb1	Golim4	Golm1	Golph3	Golph3l	Golt1a	Golt1b	Gon4l	Gopc	Gorab	Gorasp1	Gorasp2	Gosr1	Gosr2	Got1	Got1l1	Got2	Gp1ba	Gp1bb	Gp2	Gp49a	Gp5	Gp6	Gp9	Gpa33	Gpaa1	Gpam	Gpank1	Gpat2	Gpatch1	Gpatch2	Gpatch3	Gpatch4	Gpatch8	Gpbar1	Gpbp1	Gpbp1l1	Gpc1	Gpc2	Gpc3	Gpc4	Gpc5	Gpc6	Gpcpd1	Gpd1	Gpd1l	Gpd2	Gpha2	Gphb5	Gphn	Gpi1	Gpihbp1	Gpkow	Gpld1	Gpm6a	Gpm6b	Gpn1	Gpn2	Gpn3	Gpnmb	Gpr1	Gpr101	Gpr107	Gpr108	Gpr110	Gpr111	Gpr113	Gpr114	Gpr115	Gpr116	Gpr119	Gpr12	Gpr123	Gpr124	Gpr125	Gpr126	Gpr128	Gpr132	Gpr133	Gpr135	Gpr137	Gpr137b	Gpr137b-ps	Gpr137c	Gpr139	Gpr141	Gpr142	Gpr143	Gpr146	Gpr149	Gpr15	Gpr150	Gpr151	Gpr152	Gpr153	Gpr155	Gpr156	Gpr157	Gpr158	Gpr160	Gpr161	Gpr162	Gpr165	Gpr17	Gpr171	Gpr173	Gpr174	Gpr176	Gpr179	Gpr18	Gpr180	Gpr182	Gpr183	Gpr19	Gpr20	Gpr21	Gpr22	Gpr25	Gpr26	Gpr27	Gpr3	Gpr30	Gpr31c	Gpr33	Gpr34	Gpr35	Gpr37	Gpr37l1	Gpr39	Gpr4	Gpr44	Gpr45	Gpr50	Gpr52	Gpr55	Gpr56	Gpr6	Gpr61	Gpr62	Gpr63	Gpr64	Gpr65	Gpr68	Gpr75	Gpr77	Gpr81	Gpr82	Gpr83	Gpr84	Gpr85	Gpr87	Gpr88	Gpr89	Gpr97	Gpr98	Gprasp1	Gprasp2	Gprc5a	Gprc5b	Gprc5c	Gprc5d	Gprc6a	Gprin1	Gprin2	Gprin3	Gps1	Gps2	Gpsm1	Gpsm2	Gpsm3	Gpt	Gpt2	Gpx1	Gpx2	Gpx2-ps1	Gpx3	Gpx4	Gpx5	Gpx6	Gpx7	Gpx8	Gramd1a	Gramd1b	Gramd1c	Gramd2	Gramd3	Gramd4	Grap	Grap2	Grasp	Grb10	Grb14	Grb2	Grb7	Grcc10	Greb1	Greb1l	Grem1	Grem2	Grhl1	Grhl2	Grhl3	Grhpr	Gria1	Gria2	Gria3	Gria4	Grid1	Grid2	Grid2ip	Grifin	Grik1	Grik2	Grik3	Grik4	Grik5	Grin1	Grin2a	Grin2b	Grin2c	Grin2d	Grin3a	Grin3b	Grina	Grip1	Grip2	Gripap1	Grk1	Grk4	Grk5	Grk6	Grlf1	Grm1	Grm2	Grm3	Grm4	Grm5	Grm6	Grm7	Grm8	Grn	Grp	Grpel1	Grpel2	Grpr	Grrp1	Grsf1	Grtp1	Grwd1	Grxcr1	Grxcr2	Gsc	Gsc2	Gsdma	Gsdma2	Gsdma3	Gsdmc	Gsdmc2	Gsdmc3	Gsdmc4	Gsdmcl-ps	Gsdmcl1	Gsdmd	Gse1	Gsg1	Gsg1l	Gsg2	Gsk3a	Gsk3b	Gsn	Gspt1	Gspt2	Gsr	Gss	Gsta1	Gsta2	Gsta3	Gsta4	Gstcd	Gstk1	Gstm1	Gstm2	Gstm3	Gstm4	Gstm5	Gstm6	Gstm7	Gsto1	Gsto2	Gstp1	Gstp2	Gstt1	Gstt2	Gstt3	Gstt4	Gstz1	Gsx1	Gsx2	Gt(ROSA)26Sor	Gtdc1	Gtf2a1	Gtf2a1l	Gtf2a2	Gtf2b	Gtf2e1	Gtf2e2	Gtf2f1	Gtf2f2	Gtf2h1	Gtf2h2	Gtf2h3	Gtf2h4	Gtf2h5	Gtf2i	Gtf2ird1	Gtf2ird2	Gtf3a	Gtf3c1	Gtf3c2	Gtf3c3	Gtf3c4	Gtf3c5	Gtf3c6	Gtl3	Gtpbp1	Gtpbp10	Gtpbp2	Gtpbp3	Gtpbp4	Gtpbp5	Gtpbp6	Gtpbp8	Gtse1	Gtsf1	Gtsf1l	Guca1a	Guca1b	Guca2a	Guca2b	Gucy1a2	Gucy1a3	Gucy1b2	Gucy1b3	Gucy2c	Gucy2d	Gucy2e	Gucy2f	Gucy2g	Guf1	Guk1	Gulo	Gulp1	Gusb	Gvin1	Gxylt1	Gxylt2	Gyg	Gyk	Gykl1	Gyltl1b	Gypa	Gypc	Gys1	Gys2	Gzf1	Gzma	Gzmb	Gzmc	Gzmd	Gzme	Gzmf	Gzmg	Gzmk	Gzmm	Gzmn	H13	H19	H1f0	H1fnt	H1foo	H1fx	H2-Aa	H2-Ab1	H2-Bl	H2-D1	H2-DMa	H2-DMb1	H2-DMb2	H2-Ea-ps	H2-Eb1	H2-Eb2	H2-K1	H2-K2	H2-Ke2	H2-Ke6	H2-M1	H2-M10.1	H2-M10.2	H2-M10.3	H2-M10.4	H2-M10.5	H2-M10.6	H2-M11	H2-M2	H2-M3	H2-M5	H2-M9	H2-Oa	H2-Ob	H2-Q1	H2-Q10	H2-Q2	H2-Q4	H2-Q6	H2-Q7	H2-Q8	H2-Q9	H2-T10	H2-T22	H2-T23	H2-T24	H2-T3	H2-T9	H28	H2afb1	H2afj	H2afv	H2afx	H2afy	H2afy2	H2afy3	H2afz	H3f3a	H3f3b	H47	H60b	H60c	H6pd	Haao	Habp2	Habp4	Hace1	Hacl1	Hadh	Hadha	Hadhb	Hagh	Haghl	Hal	Hamp	Hamp2	Hand1	Hand2	Hao1	Hao2	Hap1	Hapln1	Hapln2	Hapln3	Hapln4	Harbi1	Hars	Hars2	Has1	Has2	Has2as	Has3	Hat1	Haus1	Haus2	Haus3	Haus4	Haus5	Haus6	Haus7	Haus8	Havcr1	Havcr2	Hax1	Hba-a1	Hba-a2	Hba-x	Hbb-b1	Hbb-b2	Hbb-bh1	Hbb-bh2	Hbb-y	Hbegf	Hbp1	Hbq1a	Hbq1b	Hbs1l	Hbxip	Hc	Hccs	Hcfc1	Hcfc1r1	Hcfc2	Hck	Hcls1	Hcn1	Hcn2	Hcn3	Hcn4	Hcrt	Hcrtr1	Hcrtr2	Hcst	Hdac1	Hdac10	Hdac11	Hdac2	Hdac3	Hdac4	Hdac5	Hdac6	Hdac7	Hdac8	Hdac9	Hdc	Hddc2	Hddc3	Hdgf	Hdgfl1	Hdgfrp2	Hdgfrp3	Hdhd1a	Hdhd2	Hdhd3	Hdlbp	Hdx	Heatr1	Heatr2	Heatr3	Heatr5a	Heatr5b	Heatr6	Heatr7a	Heatr7b1	Heatr7b2	Heatr8	Hebp1	Hebp2	Heca	Hectd1	Hectd2	Hectd3	Hecw1	Hecw2	Heg1	Helb	Hells	Helq	Helt	Helz	Hemgn	Hemk1	Hemt1	Hepacam	Hepacam2	Heph	Hephl1	Herc1	Herc2	Herc3	Herc4	Herc6	Herpud1	Herpud2	Hes1	Hes2	Hes3	Hes5	Hes6	Hes7	Hesx1	Hexa	Hexb	Hexdc	Hexim1	Hexim2	Hey1	Hey2	Heyl	Hfe	Hfe2	Hfm1	Hgd	Hgf	Hgfac	Hgs	Hgsnat	Hhat	Hhatl	Hhex	Hhip	Hhipl1	Hhipl2	Hhla1	Hiat1	Hiatl1	Hibadh	Hibch	Hic1	Hic2	Hif1a	Hif1an	Hif3a	Higd1a	Higd1b	Higd1c	Higd2a	Hilpda	Hils1	Hinfp	Hint1	Hint2	Hint3	Hip1	Hip1r	Hipk1	Hipk2	Hipk3	Hipk4	Hira	Hirip3	Hist1h1a	Hist1h1b	Hist1h1c	Hist1h1d	Hist1h1e	Hist1h1t	Hist1h2aa	Hist1h2ab	Hist1h2ac	Hist1h2ad	Hist1h2ae	Hist1h2af	Hist1h2ag	Hist1h2ah	Hist1h2ai	Hist1h2ak	Hist1h2an	Hist1h2ao	Hist1h2ap	Hist1h2ba	Hist1h2bb	Hist1h2bc	Hist1h2be	Hist1h2bf	Hist1h2bg	Hist1h2bh	Hist1h2bj	Hist1h2bk	Hist1h2bl	Hist1h2bm	Hist1h2bn	Hist1h2bp	Hist1h2bq	Hist1h2br	Hist1h3a	Hist1h3b	Hist1h3c	Hist1h3d	Hist1h3e	Hist1h3f	Hist1h3g	Hist1h3h	Hist1h3i	Hist1h4a	Hist1h4b	Hist1h4c	Hist1h4d	Hist1h4f	Hist1h4h	Hist1h4i	Hist1h4j	Hist1h4k	Hist1h4m	Hist1h4n	Hist2h2aa1	Hist2h2aa2	Hist2h2ab	Hist2h2ac	Hist2h2bb	Hist2h2be	Hist2h3b	Hist2h3c1	Hist2h3c2	Hist2h4	Hist3h2a	Hist3h2ba	Hist3h2bb-ps	Hist4h4	Hivep1	Hivep2	Hivep3	Hjurp	Hk1	Hk2	Hk3	Hkdc1	Hlcs	Hlf	Hltf	Hlx	Hmbox1	Hmbs	Hmcn1	Hmg20a	Hmg20b	Hmga1	Hmga1-rs1	Hmga2	Hmga2-ps1	Hmgb1	Hmgb1-rs17	Hmgb2	Hmgb3	Hmgb4	Hmgcl	Hmgcll1	Hmgcr	Hmgcs1	Hmgcs2	Hmgn1	Hmgn2	Hmgn3	Hmgn5	Hmgxb3	Hmgxb4	Hmha1	Hmmr	Hmox1	Hmox2	Hmx1	Hmx2	Hmx3	Hn1	Hn1l	Hnf1a	Hnf1b	Hnf4a	Hnf4g	Hnmt	Hnrnpa0	Hnrnpa1	Hnrnpa2b1	Hnrnpa3	Hnrnpab	Hnrnpc	Hnrnpd	Hnrnpf	Hnrnph1	Hnrnph2	Hnrnph3	Hnrnpk	Hnrnpl	Hnrnpm	Hnrnpr	Hnrnpu	Hnrnpul1	Hnrnpul2	Hnrpdl	Hnrpll	Hoga1	Homer1	Homer2	Homer3	Homez	Hook1	Hook2	Hook3	Hopx	Hormad1	Hormad2	Hotair	Hoxa1	Hoxa10	Hoxa11	Hoxa11as	Hoxa13	Hoxa2	Hoxa3	Hoxa4	Hoxa5	Hoxa6	Hoxa7	Hoxa9	Hoxb1	Hoxb13	Hoxb2	Hoxb3	Hoxb4	Hoxb5	Hoxb6	Hoxb7	Hoxb8	Hoxb9	Hoxc10	Hoxc11	Hoxc12	Hoxc13	Hoxc4	Hoxc5	Hoxc6	Hoxc8	Hoxc9	Hoxd1	Hoxd10	Hoxd11	Hoxd12	Hoxd13	Hoxd3	Hoxd4	Hoxd8	Hoxd9	Hp	Hp1bp3	Hpca	Hpcal1	Hpcal4	Hpd	Hpdl	Hpgd	Hpgds	Hpn	Hprt	Hps1	Hps3	Hps4	Hps5	Hps6	Hpse	Hpse2	Hpx	Hr	Hras1	Hrasls	Hrasls5	Hrc	Hrct1	Hrg	Hrh1	Hrh2	Hrh3	Hrh4	Hrk	Hrnr	Hrsp12	Hs1bp3	Hs2st1	Hs3st1	Hs3st2	Hs3st3a1	Hs3st3b1	Hs3st4	Hs3st5	Hs3st6	Hs6st1	Hs6st2	Hs6st3	Hsbp1	Hsbp1l1	Hscb	Hsd11b1	Hsd11b2	Hsd17b1	Hsd17b10	Hsd17b11	Hsd17b12	Hsd17b13	Hsd17b14	Hsd17b2	Hsd17b3	Hsd17b4	Hsd17b6	Hsd17b7	Hsd3b1	Hsd3b2	Hsd3b3	Hsd3b4	Hsd3b5	Hsd3b6	Hsd3b7	Hsdl1	Hsdl2	Hsf1	Hsf2	Hsf2bp	Hsf3	Hsf4	Hsf5	Hsfy2	Hsh2d	Hsp90aa1	Hsp90ab1	Hsp90b1	Hspa12a	Hspa12b	Hspa13	Hspa14	Hspa1a	Hspa1b	Hspa1l	Hspa2	Hspa4	Hspa4l	Hspa5	Hspa8	Hspa9	Hspb1	Hspb11	Hspb2	Hspb3	Hspb6	Hspb7	Hspb8	Hspb9	Hspbap1	Hspbp1	Hspd1	Hspe1	Hspg2	Hsph1	Htatip2	Htatsf1	Htr1a	Htr1b	Htr1d	Htr1f	Htr2a	Htr2b	Htr2c	Htr3a	Htr3b	Htr4	Htr5a	Htr5b	Htr6	Htr7	Htra1	Htra2	Htra3	Htra4	Htt	Hunk	Hus1	Hus1b	Huwe1	Hvcn1	Hyal1	Hyal2	Hyal3	Hyal4	Hyal5	Hyal6	Hydin	Hyi	Hyls1	Hyou1	I730028E13Rik	I730030J21Rik	I830012O16Rik	I830077J02Rik	Iah1	Iapp	Iars	Iars2	Ibsp	Ibtk	Ica1	Ica1l	Icam1	Icam2	Icam4	Icam5	Ick	Icmt	Icos	Icosl	Ict1	Id1	Id2	Id3	Id4	Ide	Idh1	Idh2	Idh3a	Idh3b	Idh3g	Idi1	Idi2	Ido1	Ido2	Ids	Idua	Ier2	Ier3	Ier3ip1	Ier5	Ier5l	Iffo1	Iffo2	Ifi202b	Ifi203	Ifi204	Ifi205	Ifi27l1	Ifi27l2a	Ifi27l2b	Ifi30	Ifi35	Ifi44	Ifi47	Ifih1	Ifit1	Ifit2	Ifit3	Ifitm1	Ifitm2	Ifitm3	Ifitm5	Ifitm6	Ifitm7	Ifltd1	Ifna1	Ifna11	Ifna12	Ifna13	Ifna14	Ifna2	Ifna4	Ifna5	Ifna6	Ifna7	Ifna9	Ifnab	Ifnar1	Ifnar2	Ifnb1	Ifne	Ifng	Ifngr1	Ifngr2	Ifnk	Ifnz	Ifrd1	Ifrd2	Ift122	Ift140	Ift172	Ift20	Ift27	Ift46	Ift52	Ift57	Ift74	Ift80	Ift81	Ift88	Igbp1	Igbp1b	Igdcc3	Igdcc4	Igf1	Igf1r	Igf2	Igf2as	Igf2bp1	Igf2bp2	Igf2bp3	Igf2r	Igfals	Igfbp1	Igfbp2	Igfbp3	Igfbp4	Igfbp5	Igfbp6	Igfbp7	Igfbpl1	Igfl3	Igfn1	Ighmbp2	Igj	Igll1	Iglon5	Igsf1	Igsf10	Igsf11	Igsf21	Igsf3	Igsf5	Igsf6	Igsf8	Igsf9	Igsf9b	Igtp	Ihh	Iigp1	Ik	Ikbip	Ikbkap	Ikbkb	Ikbke	Ikbkg	Ikzf1	Ikzf2	Ikzf3	Ikzf4	Ikzf5	Il10	Il10ra	Il10rb	Il11	Il11ra1	Il11ra2	Il12a	Il12b	Il12rb1	Il12rb2	Il13	Il13ra1	Il13ra2	Il15	Il15ra	Il16	Il17a	Il17b	Il17c	Il17d	Il17f	Il17ra	Il17rb	Il17rc	Il17rd	Il17re	Il18	Il18bp	Il18r1	Il18rap	Il19	Il1a	Il1b	Il1f10	Il1f5	Il1f6	Il1f8	Il1f9	Il1r1	Il1r2	Il1rap	Il1rapl1	Il1rapl2	Il1rl1	Il1rl2	Il1rn	Il2	Il20	Il20ra	Il20rb	Il21	Il21r	Il22	Il22ra1	Il22ra2	Il23a	Il23r	Il24	Il25	Il27	Il27ra	Il28a	Il28b	Il28ra	Il2ra	Il2rb	Il2rg	Il3	Il31	Il31ra	Il33	Il34	Il3ra	Il4	Il4i1	Il4ra	Il5	Il5ra	Il6	Il6ra	Il6st	Il7	Il7r	Il9	Il9r	Ildr1	Ildr2	Ilf2	Ilf3	Ilk	Ilkap	Iltifb	Ilvbl	Immp1l	Immp2l	Immt	Imp3	Imp4	Impa1	Impa2	Impact	Impad1	Impdh1	Impdh2	Impg1	Impg2	Ina	Inadl	Inca1	Incenp	Inf2	Ing1	Ing2	Ing3	Ing4	Ing5	Inha	Inhba	Inhbb	Inhbc	Inhbe	Inmt	Ino80	Ino80b	Ino80c	Ino80d	Ino80e	Inpp1	Inpp4a	Inpp4b	Inpp5a	Inpp5b	Inpp5d	Inpp5e	Inpp5f	Inpp5j	Inpp5k	Inppl1	Ins1	Ins2	Insc	Insig1	Insig2	Insl3	Insl5	Insl6	Insm1	Insm2	Insr	Insrr	Ints1	Ints10	Ints12	Ints2	Ints3	Ints4	Ints5	Ints6	Ints7	Ints8	Ints9	Intu	Invs	Ip6k1	Ip6k2	Ip6k3	Ipcef1	Ipmk	Ipo11	Ipo13	Ipo4	Ipo5	Ipo7	Ipo8	Ipo9	Ipp	Ippk	Ipw	Iqca	Iqcb1	Iqcc	Iqcd	Iqce	Iqcf1	Iqcf3	Iqcf4	Iqcf5	Iqcf6	Iqcg	Iqch	Iqcj	Iqcj-schip1	Iqck	Iqgap1	Iqgap2	Iqgap3	Iqsec1	Iqsec2	Iqsec3	Iqub	Irak1	Irak1bp1	Irak2	Irak3	Irak4	Ireb2	Irf1	Irf2	Irf2bp1	Irf2bp2	Irf3	Irf4	Irf5	Irf6	Irf7	Irf8	Irf9	Irg1	Irgc1	Irgm1	Irgm2	Irgq	Irs1	Irs2	Irs3	Irs4	Irx1	Irx2	Irx3	Irx4	Irx5	Irx6	Isca1	Isca2	Iscu	Isg15	Isg20	Isg20l2	Isl1	Isl2	Islr	Islr2	Ism1	Isoc1	Isoc2a	Isoc2b	Ispd	Isx	Isy1	Isyna1	Itch	Itfg1	Itfg2	Itfg3	Itga1	Itga10	Itga11	Itga2	Itga2b	Itga3	Itga4	Itga5	Itga6	Itga7	Itga8	Itga9	Itgad	Itgae	Itgal	Itgam	Itgav	Itgax	Itgb1	Itgb1bp1	Itgb1bp2	Itgb1bp3	Itgb2	Itgb2l	Itgb3	Itgb3bp	Itgb4	Itgb5	Itgb6	Itgb7	Itgb8	Itgbl1	Itih1	Itih2	Itih3	Itih4	Itih5	Itk	Itln1	Itm2a	Itm2b	Itm2c	Itpa	Itpk1	Itpka	Itpkb	Itpkc	Itpr1	Itpr2	Itpr3	Itprip	Itpripl1	Itpripl2	Itsn1	Itsn2	Ivd	Ivl	Ivns1abp	Iws1	Iyd	Izumo1	Izumo2	Izumo3	Izumo4	Jag1	Jag2	Jagn1	Jak1	Jak2	Jak3	Jakmip1	Jakmip2	Jakmip3	Jam2	Jam3	Jarid2	Jazf1	Jdp2	Jhdm1d	Jkamp	Jmjd1c	Jmjd4	Jmjd5	Jmjd6	Jmjd7	Jmjd8	Jmy	Josd1	Josd2	Jph1	Jph2	Jph3	Jph4	Jrk	Jrkl	Jsrp1	Jtb	Jub	Jun	Junb	Jund	Jup	Kalrn	Kank1	Kank2	Kank3	Kank4	Kap	Kars	Kat2a	Kat2b	Kat5	Katna1	Katnal1	Katnal2	Katnb1	Kazald1	Kazn	Kbtbd10	Kbtbd11	Kbtbd12	Kbtbd13	Kbtbd2	Kbtbd3	Kbtbd4	Kbtbd5	Kbtbd7	Kbtbd8	Kcmf1	Kcna1	Kcna10	Kcna2	Kcna3	Kcna4	Kcna5	Kcna6	Kcna7	Kcnab1	Kcnab2	Kcnab3	Kcnb1	Kcnb2	Kcnc1	Kcnc2	Kcnc3	Kcnc4	Kcnd1	Kcnd2	Kcnd3	Kcne1	Kcne1l	Kcne2	Kcne3	Kcne4	Kcnf1	Kcng1	Kcng2	Kcng3	Kcng4	Kcnh1	Kcnh2	Kcnh3	Kcnh4	Kcnh5	Kcnh6	Kcnh7	Kcnh8	Kcnip1	Kcnip2	Kcnip3	Kcnip4	Kcnj1	Kcnj10	Kcnj11	Kcnj12	Kcnj13	Kcnj14	Kcnj15	Kcnj16	Kcnj2	Kcnj3	Kcnj4	Kcnj5	Kcnj6	Kcnj8	Kcnj9	Kcnk1	Kcnk10	Kcnk12	Kcnk13	Kcnk15	Kcnk16	Kcnk18	Kcnk2	Kcnk3	Kcnk4	Kcnk5	Kcnk6	Kcnk7	Kcnk9	Kcnma1	Kcnmb1	Kcnmb2	Kcnmb3	Kcnmb4	Kcnn1	Kcnn2	Kcnn3	Kcnn4	Kcnq1	Kcnq1ot1	Kcnq2	Kcnq3	Kcnq4	Kcnq5	Kcnrg	Kcns1	Kcns2	Kcns3	Kcnt1	Kcnt2	Kcnu1	Kcnv1	Kcnv2	Kcp	Kctd1	Kctd10	Kctd11	Kctd12	Kctd12b	Kctd13	Kctd14	Kctd15	Kctd16	Kctd17	Kctd18	Kctd19	Kctd2	Kctd20	Kctd21	Kctd3	Kctd4	Kctd5	Kctd6	Kctd7	Kctd8	Kctd9	Kdelc1	Kdelc2	Kdelr1	Kdelr2	Kdelr3	Kdm1a	Kdm1b	Kdm2a	Kdm2b	Kdm3a	Kdm3b	Kdm4a	Kdm4b	Kdm4c	Kdm4d	Kdm5a	Kdm5b	Kdm5c	Kdm5d	Kdm6a	Kdm6b	Kdr	Kdsr	Keap1	Keg1	Kel	Kera	Khdc1a	Khdc1b	Khdc1c	Khdrbs1	Khdrbs2	Khdrbs3	Khk	Khnyn	Khsrp	Kidins220	Kif11	Kif12	Kif13a	Kif13b	Kif14	Kif15	Kif16b	Kif17	Kif18a	Kif18b	Kif19a	Kif1a	Kif1b	Kif1c	Kif20a	Kif20b	Kif21a	Kif21b	Kif22	Kif23	Kif24	Kif26a	Kif26b	Kif27	Kif2a	Kif2b	Kif2c	Kif3a	Kif3b	Kif3c	Kif4	Kif4-ps	Kif5a	Kif5b	Kif5c	Kif6	Kif7	Kif9	Kifap3	Kifc1	Kifc2	Kifc3	Kifc5b	Kin	Kir3dl1	Kir3dl2	Kirrel	Kirrel2	Kirrel3	Kis2	Kiss1	Kiss1r	Kit	Kitl	Kl	Klb	Klc1	Klc2	Klc3	Klc4	Klf1	Klf10	Klf11	Klf12	Klf13	Klf14	Klf15	Klf16	Klf17	Klf2	Klf3	Klf4	Klf5	Klf6	Klf7	Klf8	Klf9	Klhdc1	Klhdc10	Klhdc2	Klhdc3	Klhdc4	Klhdc5	Klhdc7a	Klhdc7b	Klhdc8a	Klhdc8b	Klhdc9	Klhl1	Klhl10	Klhl11	Klhl12	Klhl13	Klhl14	Klhl15	Klhl17	Klhl18	Klhl2	Klhl20	Klhl21	Klhl22	Klhl23	Klhl24	Klhl25	Klhl26	Klhl28	Klhl29	Klhl3	Klhl30	Klhl31	Klhl32	Klhl33	Klhl34	Klhl35	Klhl36	Klhl38	Klhl4	Klhl5	Klhl6	Klhl7	Klhl8	Klhl9	Klk1	Klk10	Klk11	Klk12	Klk13	Klk14	Klk15	Klk1b1	Klk1b11	Klk1b16	Klk1b21	Klk1b22	Klk1b24	Klk1b26	Klk1b27	Klk1b3	Klk1b4	Klk1b5	Klk1b7-ps	Klk1b8	Klk1b9	Klk4	Klk5	Klk6	Klk7	Klk8	Klk9	Klkb1	Klra1	Klra10	Klra12	Klra13-ps	Klra14	Klra15	Klra17	Klra18	Klra19	Klra2	Klra21	Klra22	Klra23	Klra3	Klra33	Klra4	Klra5	Klra6	Klra7	Klra8	Klra9	Klraq1	Klrb1a	Klrb1b	Klrb1c	Klrb1f	Klrc1	Klrc2	Klrc3	Klrd1	Klre1	Klrg1	Klrg2	Klri1	Klri2	Klrk1	Kmo	Kncn	Kndc1	Kng1	Kng2	Kntc1	Kpna1	Kpna2	Kpna3	Kpna4	Kpna6	Kpna7	Kpnb1	Kprp	Kptn	Kras	Krba1	Krcc1	Kremen1	Kremen2	Kri1	Krit1	Krr1	Krt1	Krt10	Krt12	Krt13	Krt14	Krt15	Krt16	Krt17	Krt18	Krt19	Krt2	Krt20	Krt222	Krt23	Krt24	Krt25	Krt26	Krt27	Krt28	Krt31	Krt32	Krt33a	Krt33b	Krt34	Krt35	Krt36	Krt39	Krt4	Krt40	Krt42	Krt5	Krt6a	Krt6b	Krt7	Krt71	Krt72-ps	Krt73	Krt74	Krt75	Krt76	Krt77	Krt78	Krt79	Krt8	Krt80	Krt81	Krt82	Krt83	Krt84	Krt85	Krt86	Krt9	Krtap1-3	Krtap1-4	Krtap1-5	Krtap10-10	Krtap10-4	Krtap11-1	Krtap12-1	Krtap13	Krtap13-1	Krtap14	Krtap15	Krtap16-1	Krtap16-10b	Krtap16-2	Krtap16-3	Krtap16-4	Krtap16-5	Krtap16-7	Krtap16-8	Krtap17-1	Krtap2-4	Krtap20-2	Krtap22-2	Krtap24-1	Krtap26-1	Krtap27-1	Krtap3-1	Krtap3-2	Krtap3-3	Krtap31-1	Krtap31-2	Krtap4-1	Krtap4-13	Krtap4-16	Krtap4-2	Krtap4-6	Krtap4-7	Krtap4-8	Krtap4-9	Krtap5-1	Krtap5-2	Krtap5-3	Krtap5-4	Krtap5-5	Krtap6-1	Krtap6-2	Krtap7-1	Krtap8-1	Krtap8-2	Krtap9-1	Krtap9-3	Krtap9-5	Krtcap2	Krtcap3	Krtdap	Ksr1	Ksr2	Kti12	Ktn1	Ky	Kynu	L1cam	L1td1	L2hgdh	L3mbtl1	L3mbtl2	L3mbtl3	L3mbtl4	LOC100038947	LOC100039574	LOC100039614	LOC100039753	LOC100039810	LOC100040022	LOC100040031	LOC100040160	LOC100040223	LOC100040786	LOC100040911	LOC100041014	LOC100041033	LOC100041223	LOC100041256	LOC100041346	LOC100041550	LOC100042428	LOC100043315	LOC100044193	LOC100048884	LOC100302567	LOC100502924	LOC100503280	LOC100503496	LOC100504608	LOC100504703	LOC100642166	LOC100859962	LOC100861570	LOC100861571	LOC100861572	LOC106740	LOC171588	LOC319574	LOC329427	LOC330599	LOC380994	LOC382133	LOC432562	LOC432958	LOC433047	LOC433374	LOC433944	LOC434205	LOC434412	LOC434825	LOC434960	LOC545261	LOC545691	LOC622070	LOC622124	LOC622167	LOC622552	LOC624759	LOC626049	LOC626082	LOC626410	LOC626693	LOC626904	LOC627800	LOC629206	LOC629393	LOC639910	LOC666331	Lace1	Lactb	Lactb2	Lactbl1	Lad1	Lag3	Lage3	Lair1	Lalba	Lama1	Lama2	Lama3	Lama4	Lama5	Lamb1	Lamb2	Lamb3	Lamc1	Lamc2	Lamc3	Lamp1	Lamp2	Lamp3	Lamtor2	Lamtor3	Lancl1	Lancl2	Lancl3	Lao1	Lap3	Laptm4a	Laptm4b	Laptm5	Large	Larp1	Larp1b	Larp4	Larp4b	Larp6	Larp7	Lars	Lars2	Las1l	Lasp1	Lass1	Lass2	Lass3	Lass4	Lass5	Lass6	Lat	Lat2	Lats1	Lats2	Lax1	Layn	Lbh	Lbp	Lbr	Lbx1	Lbx2	Lca5	Lca5l	Lcat	Lce1a1	Lce1a2	Lce1b	Lce1c	Lce1d	Lce1e	Lce1f	Lce1g	Lce1h	Lce1i	Lce1k	Lc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7a2	Mettl7a3	Mettl7b	Mettl8	Mettl9	Mex3a	Mex3b	Mex3c	Mex3d	Mfap1a	Mfap1b	Mfap2	Mfap3	Mfap3l	Mfap4	Mfap5	Mff	Mfge8	Mfhas1	Mfi2	Mfn1	Mfn2	Mfng	Mfrp	Mfsd1	Mfsd10	Mfsd11	Mfsd12	Mfsd2a	Mfsd2b	Mfsd3	Mfsd4	Mfsd5	Mfsd6	Mfsd6l	Mfsd7a	Mfsd7b	Mfsd7c	Mfsd8	Mfsd9	Mga	Mgam	Mgat1	Mgat2	Mgat3	Mgat4a	Mgat4b	Mgat4c	Mgat5	Mgat5b	Mgea5	Mgl2	Mgll	Mgmt	Mgp	Mgrn1	Mgst1	Mgst2	Mgst3	Mia1	Mia2	Mia3	Miat	Mib1	Mib2	Mical1	Mical2	Mical3	Micalcl	Micall1	Micall2	Micu1	Mid1	Mid1ip1	Mid2	Midn	Mier1	Mier2	Mier3	Mif	Mif4gd	Miip	Mill1	Mill2	Mina	Mink1	Minos1	Minpp1	Mios	Miox	Mip	Mipep	Mipol1	Mir100	Mir101a	Mir101b	Mir101c	Mir103-1	Mir103-2	Mir105	Mir106a	Mir106b	Mir107	Mir10a	Mir10b	Mir1186	Mir1186b	Mir1187	Mir1188	Mir1190	Mir1191	Mir1192	Mir1193	Mir1195	Mir1196	Mir1197	Mir1198	Mir1199	Mir1224	Mir122a	Mir1247	Mir1249	Mir124a-1	Mir124a-2	Mir124a-3	Mir1251	Mir125a	Mir125b-1	Mir125b-2	Mir126	Mir1264	Mir127	Mir128-1	Mir128-2	Mir129-1	Mir129-2	Mir1298	Mir1306	Mir130a	Mir130b	Mir132	Mir133a-1	Mir133a-2	Mir133b	Mir134	Mir135a-1	Mir135a-2	Mir135b	Mir136	Mir137	Mir138-1	Mir138-2	Mir139	Mir140	Mir141	Mir142	Mir143	Mir144	Mir145	Mir146	Mir146b	Mir147	Mir148a	Mir148b	Mir149	Mir150	Mir152	Mir153	Mir154	Mir155	Mir15a	Mir15b	Mir16-1	Mir16-2	Mir17	Mir17hg	Mir18	Mir181a-1	Mir181a-2	Mir181b-1	Mir181b-2	Mir181c	Mir181d	Mir182	Mir183	Mir1839	Mir184	Mir1843	Mir1843b	Mir185	Mir186	Mir187	Mir188	Mir1892	Mir1893	Mir1894	Mir1895	Mir1896	Mir1897	Mir1898	Mir1899	Mir18b	Mir190	Mir1900	Mir1901	Mir1902	Mir1903	Mir1904	Mir1905	Mir1906-1	Mir1906-2	Mir1907	Mir190b	Mir191	Mir1912	Mir192	Mir1928	Mir1929	Mir193	Mir1930	Mir1931	Mir1932	Mir1933	Mir1934	Mir1935	Mir1936	Mir1938	Mir193b	Mir194-1	Mir194-2	Mir1940	Mir1941	Mir1942	Mir1943	Mir1945	Mir1946a	Mir1946b	Mir1947	Mir1948	Mir1949	Mir195	Mir1950	Mir1951	Mir1952	Mir1953	Mir1954	Mir1955	Mir1956	Mir1957	Mir1958	Mir1960	Mir1961	Mir1962	Mir1963	Mir1964	Mir1965	Mir1966	Mir1967	Mir1968	Mir1969	Mir196a-1	Mir196a-2	Mir196b	Mir1970	Mir1971	Mir1981	Mir1982	Mir1983	Mir199a-1	Mir199a-2	Mir199b	Mir19a	Mir19b-1	Mir19b-2	Mir1a-1	Mir1a-2	Mir1b	Mir200a	Mir200b	Mir200c	Mir201	Mir202	Mir203	Mir204	Mir205	Mir206	Mir207	Mir208a	Mir208b	Mir20a	Mir20b	Mir21	Mir210	Mir211	Mir212	Mir2136	Mir2137	Mir214	Mir215	Mir216a	Mir216b	Mir217	Mir218-1	Mir218-2	Mir219-1	Mir219-2	Mir22	Mir221	Mir222	Mir223	Mir23a	Mir23b	Mir24-1	Mir24-2	Mir25	Mir26a-1	Mir26a-2	Mir26b	Mir27a	Mir27b	Mir28	Mir2861	Mir28b	Mir28c	Mir290	Mir291a	Mir291b	Mir292	Mir293	Mir294	Mir295	Mir296	Mir297-1	Mir297-2	Mir297a-3	Mir297a-4	Mir297b	Mir297c	Mir298	Mir299	Mir29a	Mir29b-1	Mir29b-2	Mir29c	Mir300	Mir301	Mir301b	Mir302a	Mir302b	Mir302c	Mir302d	Mir3057	Mir3058	Mir3059	Mir3060	Mir3061	Mir3062	Mir3063	Mir3064	Mir3065	Mir3066	Mir3067	Mir3068	Mir3069	Mir3070a	Mir3070b	Mir3071	Mir3072	Mir3073	Mir3074-1	Mir3074-2	Mir3075	Mir3076	Mir3077	Mir3078	Mir3079	Mir3081	Mir3083	Mir3085	Mir3086	Mir3087	Mir3088	Mir3089	Mir3091	Mir3092	Mir3093	Mir3094	Mir3095	Mir3096	Mir3096b	Mir3097	Mir3098	Mir3099	Mir30a	Mir30b	Mir30c-1	Mir30c-2	Mir30d	Mir30e	Mir31	Mir3100	Mir3101	Mir3102	Mir3103	Mir3104	Mir3106	Mir3107	Mir3108	Mir3109	Mir3110	Mir3112	Mir32	Mir320	Mir322	Mir323	Mir324	Mir325	Mir326	Mir328	Mir329	Mir33	Mir330	Mir331	Mir335	Mir337	Mir338	Mir339	Mir340	Mir341	Mir343	Mir344	Mir344-2	Mir344b	Mir344c	Mir344d-1	Mir344d-2	Mir344d-3	Mir344e	Mir344f	Mir344g	Mir345	Mir346	Mir3470a	Mir3470b	Mir3471-1	Mir3473	Mir3473c	Mir3473d	Mir3474	Mir3475	Mir34a	Mir34b	Mir34c	Mir350	Mir351	Mir3572	Mir362	Mir363	Mir365-1	Mir365-2	Mir367	Mir369	Mir370	Mir374	Mir374c	Mir375	Mir376a	Mir376b	Mir376c	Mir377	Mir378	Mir378b	Mir379	Mir380	Mir381	Mir382	Mir383	Mir384	Mir3960	Mir3962	Mir3963	Mir3964	Mir3965	Mir3966	Mir3967	Mir3968	Mir3969	Mir3970	Mir3971	Mir409	Mir410	Mir411	Mir412	Mir421	Mir423	Mir425	Mir429	Mir431	Mir432	Mir433	Mir434	Mir448	Mir449a	Mir449b	Mir449c	Mir450-1	Mir450-2	Mir450b	Mir451	Mir452	Mir453	Mir455	Mir463	Mir465	Mir465b-1	Mir465b-2	Mir465c-1	Mir465c-2	Mir466	Mir4660	Mir466b-2	Mir466b-3	Mir466d	Mir466f-1	Mir466f-2	Mir466f-3	Mir466g	Mir466h	Mir466i	Mir466n	Mir467a-1	Mir467a-10	Mir467a-2	Mir467a-3	Mir467a-4	Mir467a-5	Mir467a-6	Mir467a-7	Mir467a-8	Mir467a-9	Mir467b	Mir467c	Mir467d	Mir467e	Mir467f	Mir468	Mir470	Mir471	Mir483	Mir484	Mir485	Mir486	Mir487b	Mir488	Mir489	Mir490	Mir491	Mir493	Mir494	Mir495	Mir496	Mir497	Mir499	Mir500	Mir501	Mir503	Mir504	Mir5046	Mir505	Mir509	Mir5097	Mir5098	Mir5100	Mir5101	Mir5103	Mir5104	Mir5106	Mir5107	Mir5108	Mir5109	Mir511	Mir5111	Mir5112	Mir5113	Mir5114	Mir5115	Mir5116	Mir5117	Mir5119	Mir5120	Mir5121	Mir5122	Mir5123	Mir5124	Mir5125	Mir5126	Mir5127	Mir5128	Mir5129	Mir5130	Mir5131	Mir5132	Mir5133	Mir5134	Mir5135	Mir5136	Mir532	Mir539	Mir540	Mir541	Mir542	Mir543	Mir544	Mir546	Mir547	Mir551b	Mir568	Mir574	Mir582	Mir592	Mir598	Mir599	Mir615	Mir653	Mir654	Mir664	Mir665	Mir666	Mir667	Mir668	Mir669a-1	Mir669a-10	Mir669a-11	Mir669a-12	Mir669a-2	Mir669a-3	Mir669a-4	Mir669a-5	Mir669a-6	Mir669a-7	Mir669a-8	Mir669a-9	Mir669b	Mir669c	Mir669e	Mir669g	Mir669h	Mir669i	Mir669j	Mir669k	Mir669m-1	Mir669m-2	Mir669p-1	Mir669p-2	Mir670	Mir671	Mir672	Mir673	Mir674	Mir675	Mir676	Mir677	Mir678	Mir679	Mir680-2	Mir680-3	Mir681	Mir682	Mir683-1	Mir683-2	Mir684-1	Mir684-2	Mir686	Mir687	Mir688	Mir690	Mir691	Mir692-1	Mir693	Mir694	Mir695	Mir697	Mir698	Mir7-1	Mir7-2	Mir700	Mir701	Mir702	Mir703	Mir704	Mir705	Mir706	Mir707	Mir708	Mir709	Mir710	Mir711	Mir713	Mir717	Mir718	Mir719	Mir720	Mir721	Mir741	Mir742	Mir743	Mir743b	Mir744	Mir758	Mir759	Mir760	Mir761	Mir762	Mir764	Mir767	Mir770	Mir7b	Mir802	Mir804	Mir871	Mir872	Mir873	Mir874	Mir875	Mir876	Mir877	Mir878	Mir879	Mir880	Mir881	Mir882	Mir883a	Mir883b	Mir9-1	Mir9-2	Mir9-3	Mir92-1	Mir92-2	Mir92b	Mir93	Mir96	Mir98	Mir99a	Mir99b	Mira	Mirg	Mirlet7a-1	Mirlet7a-2	Mirlet7b	Mirlet7c-1	Mirlet7c-2	Mirlet7d	Mirlet7e	Mirlet7f-1	Mirlet7f-2	Mirlet7g	Mirlet7i	Mis12	Mis18bp1	Mitd1	Mitf	Mixl1	Mki67	Mki67ip	Mkks	Mkl1	Mkl2	Mkln1	Mknk1	Mknk2	Mkrn1	Mkrn2	Mkrn3	Mks1	Mkx	Mlana	Mlc1	Mlec	Mlf1	Mlf1ip	Mlf2	Mlh1	Mlh3	Mlkl	Mll1	Mll2	Mll3	Mll5	Mllt1	Mllt10	Mllt11	Mllt3	Mllt4	Mllt6	Mlph	Mlst8	Mlx	Mlxip	Mlxipl	Mlycd	Mmaa	Mmab	Mmachc	Mmadhc	Mmd	Mmd2	Mme	Mmel1	Mmgt1	Mmgt2	Mmp10	Mmp11	Mmp12	Mmp13	Mmp14	Mmp15	Mmp16	Mmp17	Mmp19	Mmp1a	Mmp1b	Mmp2	Mmp20	Mmp21	Mmp23	Mmp24	Mmp25	Mmp27	Mmp28	Mmp3	Mmp7	Mmp8	Mmp9	Mmrn1	Mmrn2	Mms19	Mms22l	Mn1	Mnat1	Mnd1	Mnda	Mndal	Mns1	Mnt	Mnx1	Moap1	Mob1a	Mob1b	Mob2	Mob3a	Mob3b	Mob3c	Mob4	Mobp	Mocos	Mocs1	Mocs2	Mocs3	Mog	Mogat1	Mogat2	Mogs	Mon1a	Mon1b	Mon2	Morc1	Morc2a	Morc2b	Morc3	Morc4	Morf4l1	Morf4l2	Morn1	Morn2	Morn3	Morn4	Morn5	Mos	Mosc1	Mosc2	Mospd1	Mospd2	Mospd3	Mospd4	Mov10	Mov10l1	Moxd1	Moxd2	Mpdu1	Mpdz	Mpeg1	Mpg	Mphosph10	Mphosph6	Mphosph8	Mphosph9	Mpi	Mpl	Mpnd	Mpo	Mpp1	Mpp2	Mpp3	Mpp4	Mpp5	Mpp6	Mpp7	Mppe1	Mpped1	Mpped2	Mprip	Mpst	Mpv17	Mpv17l	Mpv17l2	Mpz	Mpzl1	Mpzl2	Mpzl3	Mr1	Mrap	Mrap2	Mras	Mrc1	Mrc2	Mre11a	Mreg	Mrfap1	Mrgpra1	Mrgpra2a	Mrgpra2b	Mrgpra3	Mrgpra4	Mrgpra6	Mrgpra9	Mrgprb1	Mrgprb2	Mrgprb3	Mrgprb4	Mrgprb5	Mrgprb8	Mrgprd	Mrgpre	Mrgprf	Mrgprg	Mrgprh	Mrgprx1	Mrgprx2	Mri1	Mrm1	Mro	Mrp63	Mrpl1	Mrpl10	Mrpl11	Mrpl12	Mrpl13	Mrpl14	Mrpl15	Mrpl16	Mrpl17	Mrpl18	Mrpl19	Mrpl2	Mrpl20	Mrpl21	Mrpl22	Mrpl23	Mrpl24	Mrpl27	Mrpl28	Mrpl3	Mrpl30	Mrpl32	Mrpl33	Mrpl34	Mrpl35	Mrpl36	Mrpl37	Mrpl38	Mrpl39	Mrpl4	Mrpl40	Mrpl41	Mrpl42	Mrpl43	Mrpl44	Mrpl45	Mrpl46	Mrpl47	Mrpl48	Mrpl49	Mrpl50	Mrpl51	Mrpl52	Mrpl53	Mrpl54	Mrpl55	Mrpl9	Mrps10	Mrps11	Mrps12	Mrps14	Mrps15	Mrps16	Mrps17	Mrps18a	Mrps18b	Mrps18c	Mrps2	Mrps21	Mrps22	Mrps23	Mrps24	Mrps25	Mrps26	Mrps27	Mrps28	Mrps30	Mrps31	Mrps33	Mrps34	Mrps35	Mrps36	Mrps5	Mrps6	Mrps7	Mrps9	Mrrf	Mrs2	Mrto4	Mrvi1	Ms4a1	Ms4a10	Ms4a13	Ms4a15	Ms4a18	Ms4a2	Ms4a3	Ms4a4b	Ms4a4c	Ms4a4d	Ms4a5	Ms4a6b	Ms4a6c	Ms4a6d	Ms4a7	Ms4a8a	Msc	Msgn1	Msh2	Msh3	Msh4	Msh5	Msh6	Msi1	Msi2	Msl1	Msl2	Msl3	Msl3l2	Msln	Mslnl	Msmb	Msmp	Msn	Msr1	Msra	Msrb2	Msrb3	Mst1	Mst1r	Mstn	Msto1	Msx1	Msx1as	Msx2	Msx3	Mt1	Mt2	Mt3	Mt4	Mta1	Mta2	Mta3	Mtag2	Mtap	Mtap1a	Mtap1b	Mtap1s	Mtap2	Mtap4	Mtap6	Mtap7	Mtap7d1	Mtap7d2	Mtap7d3	Mtap9	Mtbp	Mtch1	Mtch2	Mtcp1	Mtdh	Mterf	Mterfd1	Mterfd2	Mterfd3	Mtf1	Mtf2	Mtfmt	Mtfp1	Mtfr1	Mtg1	Mthfd1	Mthfd1l	Mthfd2	Mthfd2l	Mthfr	Mthfs	Mthfsd	Mtif2	Mtif3	Mtl5	Mtm1	Mtmr1	Mtmr10	Mtmr11	Mtmr12	Mtmr14	Mtmr2	Mtmr3	Mtmr4	Mtmr6	Mtmr7	Mtmr9	Mtnr1a	Mtnr1b	Mto1	Mtor	Mtpap	Mtpn	Mtr	Mtrf1	Mtrf1l	Mtrr	Mtss1	Mtss1l	Mttp	Mtus1	Mtus2	Mtx1	Mtx2	Mtx3	Muc1	Muc13	Muc15	Muc19	Muc20	Muc4	Muc5ac	Muc5b	Muc6	Mucl1	Mudeng	Mug-ps1	Mug1	Mug2	Mul1	Mum1	Mum1l1	Mup1	Mup10	Mup11	Mup12	Mup13	Mup14	Mup15	Mup16	Mup17	Mup19	Mup2	Mup20	Mup21	Mup3	Mup4	Mup5	Mup6	Mup7	Mup8	Mup9	Murc	Mus81	Musk	Mustn1	Mut	Muted	Mutyh	Mvd	Mvk	Mvp	Mx1	Mx2	Mxd1	Mxd3	Mxd4	Mxi1	Mxra7	Mxra8	Myadm	Myadml2	Myb	Mybbp1a	Mybl1	Mybl2	Mybpc1	Mybpc2	Mybpc3	Mybph	Mybphl	Myc	Mycbp	Mycbp2	Mycbpap	Mycl1	Mycn	Mycs	Myct1	Myd88	Myef2	Myeov2	Myf5	Myf6	Myg1	Myh1	Myh10	Myh11	Myh13	Myh14	Myh15	Myh2	Myh3	Myh4	Myh6	Myh7	Myh7b	Myh8	Myh9	Myl1	Myl10	Myl12a	Myl12b	Myl2	Myl3	Myl4	Myl6	Myl6b	Myl7	Myl9	Mylip	Mylk	Mylk2	Mylk3	Mylk4	Mylpf	Mynn	Myo10	Myo15	Myo16	Myo18a	Myo18b	Myo19	Myo1a	Myo1b	Myo1c	Myo1d	Myo1e	Myo1f	Myo1g	Myo1h	Myo3a	Myo3b	Myo5a	Myo5b	Myo5c	Myo6	Myo7a	Myo7b	Myo9a	Myo9b	Myoc	Myocd	Myod1	Myof	Myog	Myom1	Myom2	Myom3	Myot	Myoz1	Myoz2	Myoz3	Mypn	Mypop	Myrip	Mysm1	Myst1	Myst2	Myst3	Myst4	Myt1	Myt1l	Myzap	Mzf1	Mzt1	Mzt2	N28178	N4bp1	N4bp2	N4bp2l1	N4bp2l2	N4bp3	N6amt1	N6amt2	Naa10	Naa11	Naa15	Naa16	Naa20	Naa25	Naa30	Naa35	Naa38	Naa40	Naa50	Naaa	Naalad2	Naaladl1	Nab1	Nab2	Naca	Nacad	Nacc1	Nacc2	Nadk	Nadsyn1	Nae1	Naf1	Naga	Nagk	Naglu	Nagpa	Nags	Naif1	Naip1	Naip2	Naip5	Naip6	Naip7	Nalcn	Nampt	Nanog	Nanos1	Nanos2	Nanos3	Nanp	Nans	Nap1l1	Nap1l2	Nap1l3	Nap1l4	Nap1l5	Napa	Napb	Napepld	Napg	Naprt1	Napsa	Narf	Narfl	Narg2	Nars	Nars2	Nasp	Nat1	Nat10	Nat14	Nat15	Nat2	Nat3	Nat6	Nat8	Nat8l	Nat9	Nav1	Nav2	Nav3	Nbas	Nbea	Nbeal1	Nbeal2	Nbl1	Nbn	Nbr1	Ncald	Ncam1	Ncam2	Ncan	Ncapd2	Ncapd3	Ncapg	Ncapg2	Ncaph	Ncaph2	Ncbp1	Ncbp2	Nccrp1	Ncdn	Nceh1	Ncf1	Ncf2	Ncf4	Nck1	Nck2	Nckap1	Nckap1l	Nckap5	Nckap5l	Nckipsd	Ncl	Ncln	Ncoa1	Ncoa2	Ncoa3	Ncoa4	Ncoa5	Ncoa6	Ncoa7	Ncor1	Ncor2	Ncr1	Ncrna00085	Ncrna00086	Ncs1	Ncstn	Nctc1	Ndc80	Nde1	Ndel1	Ndfip1	Ndfip2	Ndn	Ndnl2	Ndor1	Ndp	Ndrg1	Ndrg2	Ndrg3	Ndrg4	Ndst1	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r1155	Olfr1156	Olfr1157	Olfr1158	Olfr116	Olfr1160	Olfr1161	Olfr1162	Olfr1163	Olfr1164	Olfr1166	Olfr1167	Olfr1168	Olfr117	Olfr1170	Olfr1173	Olfr1176	Olfr1178	Olfr1179	Olfr118	Olfr1180	Olfr1181	Olfr1182	Olfr1183	Olfr1184	Olfr1186	Olfr1188	Olfr1189	Olfr119	Olfr1193	Olfr1195	Olfr1196	Olfr1197	Olfr1198	Olfr1199	Olfr12	Olfr120	Olfr1200	Olfr1201	Olfr1202	Olfr1204	Olfr1205	Olfr1206	Olfr1208	Olfr1209	Olfr121	Olfr1211	Olfr1212	Olfr1213	Olfr1214	Olfr1215	Olfr1216	Olfr1217	Olfr1218	Olfr1219	Olfr122	Olfr1220	Olfr1221	Olfr1222	Olfr1223	Olfr1225	Olfr1226	Olfr1228	Olfr1229	Olfr123	Olfr1230	Olfr1231	Olfr1232	Olfr1233	Olfr1234	Olfr1238	Olfr1239	Olfr124	Olfr1240	Olfr1241	Olfr1242	Olfr1243	Olfr1245	Olfr1246	Olfr1247	Olfr1248	Olfr1249	Olfr125	Olfr1250	Olfr1251	Olfr1252	Olfr1253	Olfr1254	Olfr1255	Olfr1256	Olfr1257	Olfr1258	Olfr1259	Olfr126	Olfr1260	Olfr1261	Olfr1262	Olfr1263	Olfr1264	Olfr1265	Olfr1269	Olfr127	Olfr1270	Olfr1271	Olfr1272	Olfr1273-ps	Olfr1274-ps	Olfr1275	Olfr1276	Olfr1277	Olfr1278	Olfr1279	Olfr128	Olfr1280	Olfr1281	Olfr1282	Olfr1283	Olfr1284	Olfr1286	Olfr1287	Olfr1288	Olfr1289	Olfr129	Olfr1290	Olfr1294	Olfr1295	Olfr1297	Olfr1298	Olfr1299	Olfr13	Olfr130	Olfr1300-ps1	Olfr1301	Olfr1302	Olfr1303	Olfr1305	Olfr1306	Olfr1307	Olfr1308	Olfr1309	Olfr131	Olfr1310	Olfr1311	Olfr1312	Olfr1313	Olfr1314	Olfr1316	Olfr1317	Olfr1318	Olfr132	Olfr1320	Olfr1321	Olfr1322	Olfr1323	Olfr1324	Olfr1325	Olfr1328	Olfr1329	Olfr133	Olfr1330	Olfr1331	Olfr1333	Olfr1335	Olfr1336	Olfr1337	Olfr1338	Olfr1339	Olfr134	Olfr1340	Olfr1341	Olfr1342	Olfr1344	Olfr1346	Olfr1347	Olfr1348	Olfr1349	Olfr135	Olfr1350	Olfr1351	Olfr1352	Olfr1353	Olfr1354	Olfr1355	Olfr1356	Olfr1357	Olfr1359	Olfr136	Olfr1360	Olfr1361	Olfr1362	Olfr1364	Olfr1366	Olfr1367	Olfr1368	Olfr137	Olfr1370	Olfr1371	Olfr1372-ps1	Olfr1373	Olfr1377	Olfr1378	Olfr138	Olfr1380	Olfr1381	Olfr1382	Olfr1383	Olfr1384	Olfr1385	Olfr1386	Olfr1387	Olfr1388	Olfr1389	Olfr139	Olfr1390	Olfr1391	Olfr1392	Olfr1393	Olfr1394	Olfr1395	Olfr1396	Olfr140	Olfr1402	Olfr1404	Olfr1406	Olfr1408	Olfr141	Olfr1410	Olfr1411	Olfr1412	Olfr1413	Olfr1414	Olfr1415	Olfr1416	Olfr1417	Olfr1418	Olfr1419	Olfr142	Olfr1420	Olfr1423	Olfr1424	Olfr1425	Olfr1426	Olfr1427	Olfr1428	Olfr143	Olfr1431	Olfr1433	Olfr1434	Olfr1436	Olfr1437	Olfr1440	Olfr1441	Olfr1442	Olfr1443	Olfr1444	Olfr1445	Olfr1446	Olfr1447	Olfr1448	Olfr1449	Olfr145	Olfr1450	Olfr1451	Olfr1453	Olfr1454	Olfr1457	Olfr1459	Olfr146	Olfr1461	Olfr1462	Olfr1463	Olfr1465	Olfr1466	Olfr1467	Olfr1469	Olfr147	Olfr1471	Olfr1472	Olfr1474	Olfr1475	Olfr1477	Olfr148	Olfr1480	Olfr1484	Olfr1487	Olfr1489	Olfr149	Olfr1490	Olfr1491	Olfr1494	Olfr1495	Olfr1496	Olfr1497	Olfr1499	Olfr15	Olfr150	Olfr1500	Olfr1501	Olfr1502	Olfr1504	Olfr1505	Olfr1506	Olfr1507	Olfr1508	Olfr1509	Olfr151	Olfr1510	Olfr1511	Olfr1512	Olfr1513	Olfr152	Olfr153	Olfr1532-ps1	Olfr1535	Olfr1537-ps1	Olfr154	Olfr155	Olfr156	Olfr157	Olfr159	Olfr16	Olfr160	Olfr161	Olfr164	Olfr165	Olfr166	Olfr167	Olfr168	Olfr169	Olfr17	Olfr170	Olfr171	Olfr172	Olfr173	Olfr175-ps1	Olfr176	Olfr177	Olfr178	Olfr179	Olfr18	Olfr180	Olfr181	Olfr183	Olfr186	Olfr187	Olfr19	Olfr190	Olfr191	Olfr192	Olfr193	Olfr194	Olfr195	Olfr196	Olfr197	Olfr198	Olfr199	Olfr2	Olfr20	Olfr201	Olfr202	Olfr203	Olfr204	Olfr205	Olfr206	Olfr207	Olfr208	Olfr209	Olfr211	Olfr212	Olfr213	Olfr214	Olfr215	Olfr218	Olfr220	Olfr221	Olfr222	Olfr223	Olfr224	Olfr225	Olfr228	Olfr229	Olfr23	Olfr230-ps1	Olfr231	Olfr235	Olfr237-ps1	Olfr239	Olfr24	Olfr242	Olfr243	Olfr247	Olfr248	Olfr25	Olfr250	Olfr251	Olfr257	Olfr259	Olfr26	Olfr262	Olfr263	Olfr266	Olfr267	Olfr27	Olfr270	Olfr272	Olfr273	Olfr275	Olfr279	Olfr281	Olfr282	Olfr283	Olfr284	Olfr285	Olfr286	Olfr287	Olfr288	Olfr29-ps1	Olfr290	Olfr291	Olfr292	Olfr293	Olfr294	Olfr295	Olfr297	Olfr298	Olfr299	Olfr3	Olfr30	Olfr301	Olfr303	Olfr304	Olfr305	Olfr307	Olfr308	Olfr309	Olfr31	Olfr310	Olfr311	Olfr312	Olfr313	Olfr314	Olfr315	Olfr316	Olfr317	Olfr318	Olfr319	Olfr32	Olfr320	Olfr323	Olfr324	Olfr325	Olfr328	Olfr329-ps	Olfr33	Olfr330	Olfr331	Olfr332	Olfr338	Olfr339	Olfr340	Olfr341	Olfr342	Olfr344	Olfr345	Olfr346	Olfr347	Olfr348	Olfr350	Olfr351	Olfr352	Olfr353	Olfr354	Olfr355	Olfr356	Olfr357	Olfr358	Olfr360	Olfr361	Olfr362	Olfr365	Olfr366	Olfr367-ps	Olfr368	Olfr370	Olfr371	Olfr372	Olfr373	Olfr374	Olfr376	Olfr378	Olfr38	Olfr380	Olfr381	Olfr382	Olfr384	Olfr385	Olfr389	Olfr39	Olfr390	Olfr391-ps	Olfr392	Olfr393	Olfr394	Olfr395	Olfr397	Olfr398	Olfr399	Olfr401	Olfr402	Olfr403	Olfr406-ps	Olfr410	Olfr411	Olfr412	Olfr414	Olfr417	Olfr418-ps1	Olfr419	Olfr420	Olfr421-ps1	Olfr424	Olfr426	Olfr427	Olfr429	Olfr43	Olfr430	Olfr432	Olfr433	Olfr434	Olfr435	Olfr437	Olfr44	Olfr441	Olfr444	Olfr446	Olfr447	Olfr448	Olfr449	Olfr45	Olfr450	Olfr452	Olfr453	Olfr455	Olfr456	Olfr457	Olfr458	Olfr459	Olfr46	Olfr460	Olfr461	Olfr462	Olfr463	Olfr464	Olfr466	Olfr467	Olfr469	Olfr47	Olfr470	Olfr472	Olfr473	Olfr474	Olfr476	Olfr477	Olfr478	Olfr479	Olfr48	Olfr480	Olfr481	Olfr482	Olfr483	Olfr484	Olfr485	Olfr486	Olfr487	Olfr488	Olfr49	Olfr490	Olfr491	Olfr492	Olfr493	Olfr494	Olfr495	Olfr497	Olfr498	Olfr5	Olfr50	Olfr502	Olfr503	Olfr504	Olfr506	Olfr507	Olfr508	Olfr509	Olfr51	Olfr510	Olfr512	Olfr513	Olfr514	Olfr516	Olfr517	Olfr518	Olfr519	Olfr52	Olfr520	Olfr521	Olfr522	Olfr523	Olfr524	Olfr525	Olfr527	Olfr53	Olfr530	Olfr531	Olfr532	Olfr533	Olfr535	Olfr536	Olfr538	Olfr539	Olfr54	Olfr541	Olfr543	Olfr544	Olfr545	Olfr547	Olfr549	Olfr55	Olfr550	Olfr551	Olfr552	Olfr553	Olfr554	Olfr555	Olfr556	Olfr557	Olfr558	Olfr559	Olfr56	Olfr560	Olfr561	Olfr564	Olfr566	Olfr568	Olfr569	Olfr57	Olfr570	Olfr571	Olfr572	Olfr574	Olfr575	Olfr576	Olfr577	Olfr578	Olfr58	Olfr582	Olfr583	Olfr584	Olfr585	Olfr586	Olfr589	Olfr59	Olfr591	Olfr592	Olfr593	Olfr594	Olfr596	Olfr597	Olfr598	Olfr599	Olfr6	Olfr60	Olfr600	Olfr601	Olfr603	Olfr605	Olfr606	Olfr608	Olfr609	Olfr61	Olfr610	Olfr611	Olfr612	Olfr613	Olfr615	Olfr616	Olfr617	Olfr618	Olfr619	Olfr62	Olfr620	Olfr622	Olfr623	Olfr624	Olfr628	Olfr629	Olfr63	Olfr630	Olfr631	Olfr632	Olfr633	Olfr635	Olfr638	Olfr639	Olfr64	Olfr640	Olfr641	Olfr642	Olfr643	Olfr644	Olfr645	Olfr646	Olfr648	Olfr649	Olfr65	Olfr651	Olfr652	Olfr653	Olfr654	Olfr655	Olfr656	Olfr657	Olfr658	Olfr659	Olfr66	Olfr661	Olfr663	Olfr665	Olfr666	Olfr667	Olfr668	Olfr669	Olfr67	Olfr670	Olfr671	Olfr672	Olfr675	Olfr676	Olfr677	Olfr678	Olfr679	Olfr68	Olfr681	Olfr683	Olfr684	Olfr685	Olfr686	Olfr688	Olfr689	Olfr69	Olfr690	Olfr691	Olfr692	Olfr693	Olfr694	Olfr695	Olfr697	Olfr698	Olfr699	Olfr70	Olfr700	Olfr701	Olfr702	Olfr703	Olfr704	Olfr705	Olfr706	Olfr707	Olfr71	Olfr710	Olfr711	Olfr713	Olfr714	Olfr715	Olfr716	Olfr720	Olfr722	Olfr723	Olfr724	Olfr725	Olfr726	Olfr727	Olfr728	Olfr729	Olfr73	Olfr730	Olfr731	Olfr732	Olfr733	Olfr734	Olfr735	Olfr736	Olfr738	Olfr739	Olfr74	Olfr740	Olfr741	Olfr742	Olfr743	Olfr744	Olfr745	Olfr746	Olfr747	Olfr748	Olfr749	Olfr75-ps1	Olfr750	Olfr76	Olfr761	Olfr763	Olfr765	Olfr767	Olfr768	Olfr769	Olfr77	Olfr770	Olfr771	Olfr772	Olfr773	Olfr774	Olfr775	Olfr776	Olfr777	Olfr78	Olfr780	Olfr781	Olfr782	Olfr784	Olfr786	Olfr787	Olfr788	Olfr790	Olfr791	Olfr792	Olfr794	Olfr796	Olfr798	Olfr799	Olfr8	Olfr800	Olfr801	Olfr802	Olfr803	Olfr804	Olfr805	Olfr806	Olfr807	Olfr808	Olfr809	Olfr810	Olfr811	Olfr812	Olfr813	Olfr814	Olfr815	Olfr816	Olfr818	Olfr819	Olfr820	Olfr821	Olfr822	Olfr823	Olfr824	Olfr825	Olfr826	Olfr827	Olfr828	Olfr829	Olfr830	Olfr832	Olfr834	Olfr835	Olfr836	Olfr837	Olfr843	Olfr845	Olfr846	Olfr847	Olfr849	Olfr850	Olfr851	Olfr853	Olfr854	Olfr855	Olfr856-ps1	Olfr857	Olfr859	Olfr860	Olfr862	Olfr866	Olfr867	Olfr868	Olfr869	Olfr870	Olfr871	Olfr872	Olfr873	Olfr874	Olfr875	Olfr876	Olfr877	Olfr878	Olfr881	Olfr883	Olfr884	Olfr885	Olfr887	Olfr888	Olfr889	Olfr890	Olfr891	Olfr893	Olfr894	Olfr895	Olfr898	Olfr899	Olfr9	Olfr90	Olfr900	Olfr901	Olfr902	Olfr904	Olfr905	Olfr906	Olfr907	Olfr908	Olfr91	Olfr910	Olfr911-ps1	Olfr912	Olfr913	Olfr914	Olfr915	Olfr916	Olfr917	Olfr918	Olfr919	Olfr92	Olfr920	Olfr921	Olfr922	Olfr923	Olfr924	Olfr926	Olfr93	Olfr930	Olfr933	Olfr934	Olfr935	Olfr936	Olfr937	Olfr938	Olfr94	Olfr943	Olfr944	Olfr945	Olfr947-ps1	Olfr948	Olfr95	Olfr951	Olfr952	Olfr954	Olfr955	Olfr957	Olfr958	Olfr959	Olfr96	Olfr960	Olfr961	Olfr963	Olfr965	Olfr967	Olfr968	Olfr969	Olfr97	Olfr970	Olfr971	Olfr972	Olfr974	Olfr975	Olfr976	Olfr978	Olfr979	Olfr98	Olfr980	Olfr981	Olfr982	Olfr983	Olfr984	Olfr985	Olfr986	Olfr987	Olfr988	Olfr99	Olfr992	Olfr993	Olfr994	Olfr995	Olfr996	Olfr998	Olig1	Olig2	Olig3	Olr1	Oma1	Omd	Omg	Omp	Omt2a	Omt2b	Onecut1	Onecut2	Onecut3	Ooep	Oog1	Oog2	Oog3	Oog4	Oosp1	Opa1	Opa3	Opalin	Opcml	Ophn1	Oplah	Opn1mw	Opn1sw	Opn3	Opn4	Opn5	Oprd1	Oprk1	Oprl1	Oprm1	Optc	Optn	Orai1	Orai2	Orai3	Oraov1	Orc1	Orc2	Orc3	Orc4	Orc5	Orc6	Orm1	Orm2	Orm3	Ormdl1	Ormdl2	Ormdl3	Os9	Osbp	Osbp2	Osbpl10	Osbpl11	Osbpl1a	Osbpl2	Osbpl3	Osbpl5	Osbpl6	Osbpl7	Osbpl8	Osbpl9	Oscar	Oscp1	Osgep	Osgepl1	Osgin1	Osgin2	Osm	Osmr	Osr1	Osr2	Ost4	Osta	Ostb	Ostc	Ostf1	Ostm1	Ostn	Otc	Otoa	Otof	Otog	Otogl	Otol1	Otop1	Otop2	Otop3	Otor	Otos	Otp	Ott	Otub1	Otub2	Otud1	Otud3	Otud4	Otud5	Otud6a	Otud6b	Otud7a	Otud7b	Otx1	Otx2	Otx2os1	Ovca2	Ovch2	Ovgp1	Ovol1	Ovol2	Oxa1l	Oxct1	Oxct2a	Oxct2b	Oxgr1	Oxnad1	Oxr1	Oxsm	Oxsr1	Oxt	Oxtr	P2rx1	P2rx2	P2rx3	P2rx4	P2rx5	P2rx6	P2rx7	P2ry1	P2ry10	P2ry12	P2ry13	P2ry14	P2ry2	P2ry4	P2ry6	P4ha1	P4ha2	P4ha3	P4hb	P4htm	Pa2g4	Pabpc1	Pabpc1l	Pabpc2	Pabpc4	Pabpc4l	Pabpc5	Pabpc6	Pabpn1	Pabpn1l	Pacrg	Pacrgl	Pacs1	Pacs2	Pacsin1	Pacsin2	Pacsin3	Padi1	Padi2	Padi3	Padi4	Padi6	Paf1	Pafah1b1	Pafah1b2	Pafah1b3	Pafah2	Pag1	Pah	Paics	Paip1	Paip2	Paip2b	Pak1	Pak1ip1	Pak2	Pak3	Pak4	Pak6	Pak7	Palb2	Palld	Palm	Palm2	Palm3	Palmd	Pam	Pam16	Pamr1	Pan2	Pan3	Pank1	Pank2	Pank3	Pank4	Panx1	Panx2	Panx3	Paox	Papd4	Papd5	Papd7	Papln	Papola	Papolb	Papolg	Pappa	Pappa2	Papss1	Papss2	Paqr3	Paqr4	Paqr5	Paqr6	Paqr7	Paqr8	Paqr9	Pard3	Pard3b	Pard6a	Pard6b	Pard6g	Parg	Park2	Park7	Parl	Parm1	Parn	Parp1	Parp10	Parp11	Parp12	Parp14	Parp16	Parp2	Parp3	Parp4	Parp6	Parp8	Parp9	Pars2	Parva	Parvb	Parvg	Pask	Pate2	Pate4	Patl1	Patl2	Patz1	Pawr	Pax1	Pax2	Pax3	Pax4	Pax5	Pax6	Pax6os1	Pax7	Pax8	Pax9	Paxip1	Pbk	Pbld1	Pbld2	Pbp2	Pbrm1	Pbsn	Pbx1	Pbx2	Pbx3	Pbx4	Pbxip1	Pcbd1	Pcbd2	Pcbp1	Pcbp2	Pcbp3	Pcbp4	Pcca	Pccb	Pcdh1	Pcdh10	Pcdh11x	Pcdh12	Pcdh15	Pcdh17	Pcdh18	Pcdh19	Pcdh20	Pcdh7	Pcdh8	Pcdh9	Pcdha1	Pcdha10	Pcdha11	Pcdha12	Pcdha2	Pcdha3	Pcdha4	Pcdha4-g	Pcdha5	Pcdha6	Pcdha7	Pcdha8	Pcdha9	Pcdhac1	Pcdhac2	Pcdhb1	Pcdhb10	Pcdhb11	Pcdhb12	Pcdhb13	Pcdhb14	Pcdhb15	Pcdhb16	Pcdhb17	Pcdhb18	Pcdhb19	Pcdhb2	Pcdhb20	Pcdhb21	Pcdhb22	Pcdhb3	Pcdhb4	Pcdhb5	Pcdhb6	Pcdhb7	Pcdhb8	Pcdhb9	Pcdhga1	Pcdhga10	Pcdhga11	Pcdhga12	Pcdhga2	Pcdhga3	Pcdhga4	Pcdhga5	Pcdhga6	Pcdhga7	Pcdhga8	Pcdhga9	Pcdhgb1	Pcdhgb2	Pcdhgb4	Pcdhgb5	Pcdhgb6	Pcdhgb7	Pcdhgb8	Pcdhgc3	Pcdhgc4	Pcdhgc5	Pcf11	Pcgf1	Pcgf2	Pcgf3	Pcgf5	Pcgf6	Pcid2	Pcif1	Pck1	Pck2	Pclo	Pcm1	Pcmt1	Pcmtd1	Pcmtd2	Pcna	Pcnp	Pcnt	Pcnx	Pcnxl2	Pcnxl3	Pcolce	Pcolce2	Pcp2	Pcp4	Pcp4l1	Pcsk1	Pcsk1n	Pcsk2	Pcsk4	Pcsk5	Pcsk6	Pcsk7	Pcsk9	Pctp	Pcx	Pcyox1	Pcyox1l	Pcyt1a	Pcyt1b	Pcyt2	Pdap1	Pdc	Pdcd1	Pdcd10	Pdcd11	Pdcd1lg2	Pdcd2	Pdcd2l	Pdcd4	Pdcd5	Pdcd6	Pdcd6ip	Pdcd7	Pdcl	Pdcl2	Pdcl3	Pddc1	Pde10a	Pde11a	Pde12	Pde1a	Pde1b	Pde1c	Pde2a	Pde3a	Pde3b	Pde4a	Pde4b	Pde4c	Pde4d	Pde4dip	Pde5a	Pde6a	Pde6b	Pde6c	Pde6d	Pde6g	Pde6h	Pde7a	Pde7b	Pde8a	Pde8b	Pde9a	Pdf	Pdgfa	Pdgfb	Pdgfc	Pdgfd	Pdgfra	Pdgfrb	Pdgfrl	Pdha1	Pdha2	Pdhb	Pdhx	Pdia2	Pdia3	Pdia4	Pdia5	Pdia6	Pdik1l	Pdilt	Pdk1	Pdk2	Pdk3	Pdk4	Pdlim1	Pdlim2	Pdlim3	Pdlim4	Pdlim5	Pdlim7	Pdp1	Pdp2	Pdpk1	Pdpn	Pdpr	Pdrg1	Pds5a	Pds5b	Pdss1	Pdss2	Pdx1	Pdxdc1	Pdxk	Pdxk-ps	Pdxp	Pdyn	Pdzd11	Pdzd2	Pdzd3	Pdzd4	Pdzd7	Pdzd8	Pdzd9	Pdzk1	Pdzk1ip1	Pdzrn3	Pdzrn4	Pea15a	Pea15b	Pear1	Pebp1	Pebp4	Pecam1	Pecr	Pef1	Peg10	Peg12	Peg13	Peg3	Peg3as	Peli1	Peli2	Peli3	Pelo	Pelp1	Pemt	Penk	Peo1	Pepd	Per1	Per2	Per3	Perp	Pes1	Pet112l	Pet2	Pex1	Pex10	Pex11a	Pex11b	Pex11c	Pex12	Pex13	Pex14	Pex16	Pex19	Pex26	Pex3	Pex5	Pex5l	Pex6	Pex7	Pf4	Pfas	Pfdn1	Pfdn2	Pfdn4	Pfdn5	Pfkfb1	Pfkfb2	Pfkfb3	Pfkfb4	Pfkl	Pfkm	Pfkp	Pfn1	Pfn2	Pfn3	Pfn4	Pfpl	Pga5	Pgam1	Pgam2	Pgam5	Pgap1	Pgap2	Pgap3	Pgbd1	Pgbd5	Pgc	Pgcp	Pgd	Pgf	Pggt1b	Pgk1	Pgk2	Pgls	Pglyrp1	Pglyrp2	Pglyrp3	Pglyrp4	Pgm1	Pgm2	Pgm2l1	Pgm3	Pgm5	Pgp	Pgpep1	Pgpep1l	Pgr	Pgr15l	Pgrmc1	Pgrmc2	Pgs1	Phactr1	Phactr2	Phactr3	Phactr4	Phax	Phb	Phb2	Phc1	Phc2	Phc3	Phex	Phf1	Phf10	Phf11	Phf12	Phf13	Phf14	Phf15	Phf16	Phf17	Phf19	Phf2	Phf20	Phf20l1	Phf21a	Phf21b	Phf23	Phf3	Phf5a	Phf6	Phf7	Phf8	Phgdh	Phgr1	Phip	Phka1	Phka2	Phkb	Phkg1	Phkg2	Phlda1	Phlda2	Phlda3	Phldb1	Phldb2	Phldb3	Phlpp1	Phlpp2	Phospho1	Phospho2	Phox2a	Phox2b	Phpt1	Phrf1	Phtf1	Phtf2	Phxr4	Phyh	Phyhd1	Phyhip	Phyhipl	Pi15	Pi16	Pi4k2a	Pi4k2b	Pi4ka	Pi4kb	Pias1	Pias2	Pias3	Pias4	Pibf1	Picalm	Pick1	Pid1	Pif1	Piga	Pigb	Pigc	Pigf	Pigg	Pigh	Pigk	Pigl	Pigm	Pign	Pigo	Pigp	Pigq	Pigr	Pigs	Pigt	Pigu	Pigv	Pigw	Pigx	Pigy	Pigyl	Pigz	Pih1d1	Pih1d2	Pik3ap1	Pik3c2a	Pik3c2b	Pik3c2g	Pik3c3	Pik3ca	Pik3cb	Pik3cd	Pik3cg	Pik3ip1	Pik3r1	Pik3r2	Pik3r3	Pik3r4	Pik3r5	Pik3r6	Pikfyve	Pilra	Pilrb1	Pilrb2	Pim1	Pim2	Pim3	Pin1	Pin1-ps1	Pin4	Pinc	Pink1	Pinx1	Pion	Pip	Pip4k2a	Pip4k2b	Pip4k2c	Pip5k1a	Pip5k1b	Pip5k1c	Pip5kl1	Pipox	Pir	Pira1	Pira11	Pira2	Pira4	Pira6	Pira7	Pirt	Pisd	Pisd-ps1	Pisd-ps2	Pisd-ps3	Pitpna	Pitpnb	Pitpnc1	Pitpnm1	Pitpnm2	Pitpnm3	Pitrm1	Pitx1	Pitx2	Pitx3	Piwil1	Piwil2	Piwil4	Pja1	Pja2	Pkd1	Pkd1l2	Pkd1l3	Pkd2	Pkd2l1	Pkd2l2	Pkdcc	Pkdrej	Pkhd1	Pkhd1l1	Pkia	Pkib	Pkig	Pklr	Pkm2	Pkmyt1	Pkn1	Pkn2	Pkn3	Pknox1	Pknox2	Pkp1	Pkp2	Pkp3	Pkp4	Pla1a	Pla2g10	Pla2g12a	Pla2g12b	Pla2g15	Pla2g16	Pla2g1b	Pla2g2a	Pla2g2c	Pla2g2d	Pla2g2e	Pla2g2f	Pla2g3	Pla2g4a	Pla2g4b	Pla2g4c	Pla2g4d	Pla2g4e	Pla2g4f	Pla2g5	Pla2g6	Pla2g7	Pla2r1	Plaa	Plac1	Plac1l	Plac8	Plac8l1	Plac9	Plag1	Plagl1	Plagl2	Plat	Plau	Plaur	Plb1	Plbd1	Plbd2	Plcb1	Plcb2	Plcb3	Plcb4	Plcd1	Plcd3	Plcd4	Plce1	Plcg1	Plcg2	Plch1	Plch2	Plcl1	Plcl2	Plcxd1	Plcxd2	Plcxd3	Plcz1	Pld1	Pld2	Pld3	Pld4	Pld5	Pld6	Pldi	Pldn	Plec	Plek	Plek2	Plekha1	Plekha2	Plekha3	Plekha4	Plekha5	Plekha6	Plekha7	Plekha8	Plekhb1	Plekhb2	Plekhf1	Plekhf2	Plekhg1	Plekhg2	Plekhg3	Plekhg4	Plekhg5	Plekhg6	Plekhh1	Plekhh2	Plekhh3	Plekhj1	Plekhm1	Plekhm2	Plekhm3	Plekhn1	Plekho1	Plekho2	Plg	Plin1	Plin2	Plin3	Plin4	Plin5	Plk1	Plk1s1	Plk2	Plk3	Plk4	Plk5	Pllp	Pln	Plod1	Plod2	Plod3	Plp1	Plp2	Plrg1	Pls1	Pls3	Plscr1	Plscr2	Plscr3	Plscr4	Plscr5	Pltp	Plvap	Plxdc1	Plxdc2	Plxna1	Plxna2	Plxna3	Plxna4	Plxnb1	Plxnb2	Plxnb3	Plxnc1	Plxnd1	Pm20d1	Pm20d2	Pmaip1	Pmch	Pmel	Pmepa1	Pmf1	Pmfbp1	Pml	Pmm1	Pmm2	Pmp2	Pmp22	Pmpca	Pmpcb	Pms1	Pms2	Pmvk	Pnck	Pnkd	Pnkp	Pnldc1	Pnlip	Pnliprp1	Pnliprp2	Pnma1	Pnma2	Pnma3	Pnma5	Pnmal1	Pnmal2	Pnmt	Pnn	Pno1	Pnoc	Pnp	Pnp2	Pnpla1	Pnpla2	Pnpla3	Pnpla5	Pnpla6	Pnpla7	Pnpla8	Pnpo	Pnpt1	Pnrc1	Pnrc2	Poc1a	Poc1b	Poc5	Podn	Podnl1	Podxl	Podxl2	Pof1b	Pofut1	Pofut2	Pogk	Poglut1	Pogz	Pola1	Pola2	Polb	Pold1	Pold2	Pold3	Pold4	Poldip2	Poldip3	Pole	Pole2	Pole3	Pole4	Polg	Polg2	Polh	Poli	Polk	Poll	Polm	Poln	Polq	Polr1a	Polr1b	Polr1c	Polr1d	Polr1e	Polr2a	Polr2b	Polr2c	Polr2d	Polr2e	Polr2f	Polr2g	Polr2h	Polr2i	Polr2j	Polr2k	Polr2l	Polr2m	Polr3a	Polr3b	Polr3c	Polr3d	Polr3e	Polr3f	Polr3g	Polr3gl	Polr3h	Polr3k	Polrmt	Pom121	Pom121l12	Pom121l2	Pomc	Pomgnt1	Pomp	Pomt1	Pomt2	Pon1	Pon2	Pon3	Pop1	Pop4	Pop5	Pop7	Popdc2	Popdc3	Por	Porcn	Postn	Pot1a	Pot1b	Poteg	Pou1f1	Pou2af1	Pou2f1	Pou2f2	Pou2f3	Pou3f1	Pou3f2	Pou3f3	Pou3f4	Pou4f1	Pou4f2	Pou4f3	Pou5f1	Pou5f2	Pou6f1	Pou6f2	Ppa1	Ppa2	Ppan	Ppap2a	Ppap2b	Ppap2c	Ppapdc1a	Ppapdc1b	Ppapdc2	Ppapdc3	Ppara	Ppard	Pparg	Ppargc1a	Ppargc1b	Ppat	Ppbp	Ppcdc	Ppcs	Ppdpf	Ppef1	Ppef2	Ppfia1	Ppfia2	Ppfia3	Ppfia4	Ppfibp1	Ppfibp2	Pphln1	Ppia	Ppib	Ppic	Ppid	Ppie	Ppif	Ppifos	Ppig	Ppih	Ppil1	Ppil2	Ppil3	Ppil4	Ppil6	Ppip5k1	Ppip5k2	Ppl	Ppm1a	Ppm1b	Ppm1d	Ppm1e	Ppm1f	Ppm1g	Ppm1h	Ppm1j	Ppm1k	Ppm1l	Ppm1m	Ppm1n	Ppme1	Ppox	Ppp1ca	Ppp1cb	Ppp1cc	Ppp1r10	Ppp1r11	Ppp1r12a	Ppp1r12b	Ppp1r12c	Ppp1r13b	Ppp1r13l	Ppp1r14a	Ppp1r14b	Ppp1r14c	Ppp1r14d	Ppp1r15a	Ppp1r15b	Ppp1r16a	Ppp1r16b	Ppp1r17	Ppp1r18	Ppp1r1a	Ppp1r1b	Ppp1r1c	Ppp1r2	Ppp1r2-ps3	Ppp1r2-ps7	Ppp1r2-ps9	Ppp1r26	Ppp1r27	Ppp1r32	Ppp1r35	Ppp1r36	Ppp1r37	Ppp1r3a	Ppp1r3b	Ppp1r3c	Ppp1r3d	Ppp1r3e	Ppp1r3f	Ppp1r3g	Ppp1r42	Ppp1r7	Ppp1r8	Ppp1r9a	Ppp1r9b	Ppp2ca	Ppp2cb	Ppp2r1a	Ppp2r1b	Ppp2r2a	Ppp2r2b	Ppp2r2c	Ppp2r2d	Ppp2r3a	Ppp2r3c	Ppp2r3d	Ppp2r4	Ppp2r5a	Ppp2r5b	Ppp2r5c	Ppp2r5d	Ppp2r5e	Ppp3ca	Ppp3cb	Ppp3cc	Ppp3r1	Ppp3r2	Ppp4c	Ppp4r1	Ppp4r1l-ps	Ppp4r2	Ppp4r4	Ppp5c	Ppp6c	Ppp6r1	Ppp6r2	Ppp6r3	Pppde1	Pppde2	Pprc1	Ppt1	Ppt2	Pptc7	Ppwd1	Ppy	Ppyr1	Pqbp1	Pqlc1	Pqlc2	Pqlc3	Praf2	Pram1	Prame	Pramef12	Pramef17	Pramef6	Pramef8	Pramel1	Pramel3	Pramel4	Pramel5	Pramel6	Pramel7	Prap1	Prb1	Prc1	Prcc	Prcp	Prdm1	Prdm10	Prdm11	Prdm12	Prdm13	Prdm14	Prdm15	Prdm16	Prdm2	Prdm4	Prdm5	Prdm6	Prdm8	Prdm9	Prdx1	Prdx2	Prdx3	Prdx4	Prdx5	Prdx6	Prdx6b	Preb	Prelid1	Prelid2	Prelp	Prep	Prepl	Prex1	Prex2	Prf1	Prg2	Prg3	Prg4	Prh1	Prhoxnb	Prickle1	Prickle2	Prickle3	Prim1	Prim2	Prima1	Prkaa1	Prkaa2	Prkab1	Prkab2	Prkaca	Prkacb	Prkag1	Prkag2	Prkag3	Prkar1a	Prkar1b	Prkar2a	Prkar2b	Prkca	Prkcb	Prkcc	Prkcd	Prkcdbp	Prkce	Prkch	Prkci	Prkcq	Prkcsh	Prkcz	Prkd1	Prkd2	Prkd3	Prkdc	Prkg1	Prkg2	Prkra	Prkrip1	Prkrir	Prkx	Prl	Prl2a1	Prl2b1	Prl2c1	Prl2c2	Prl2c3	Prl2c4	Prl2c5	Prl3a1	Prl3b1	Prl3c1	Prl3d1	Prl3d2	Prl3d3	Prl4a1	Prl5a1	Prl6a1	Prl7a1	Prl7a2	Prl7b1	Prl7c1	Prl7d1	Prl8a1	Prl8a2	Prl8a6	Prl8a8	Prl8a9	Prlh	Prlhr	Prlr	Prm1	Prm2	Prm3	Prmt1	Prmt10	Prmt2	Prmt3	Prmt5	Prmt6	Prmt7	Prmt8	Prnd	Prnp	Proc	Proca1	Procr	Prodh	Prodh2	Prok1	Prok2	Prokr1	Prokr2	Prol1	Prom1	Prom2	Prop1	Prorsd1	Pros1	Prosapip1	Prosc	Prox1	Prox2	Proz	Prp2	Prpf18	Prpf19	Prpf3	Prpf31	Prpf38a	Prpf38b	Prpf39	Prpf4	Prpf40a	Prpf40b	Prpf4b	Prpf6	Prpf8	Prph	Prph2	Prpmp5	Prps1	Prps1l1	Prps1l3	Prps2	Prpsap1	Prpsap2	Prr11	Prr12	Prr13	Prr14	Prr15	Prr15l	Prr16	Prr18	Prr19	Prr22	Prr23a	Prr24	Prr3	Prr5	Prr5l	Prr7	Prr9	Prrc1	Prrc2a	Prrc2b	Prrc2c	Prrg1	Prrg2	Prrg3	Prrg4	Prrt1	Prrt2	Prrt3	Prrt4	Prrx1	Prrx2	Prrxl1	Prss1	Prss12	Prss16	Prss2	Prss21	Prss22	Prss23	Prss27	Prss28	Prss29	Prss3	Prss30	Prss32	Prss33	Prss34	Prss35	Prss36	Prss37	Prss38	Prss39	Prss40	Prss41	Prss42	Prss43	Prss44	Prss45	Prss46	Prss48	Prss50	Prss51	Prss52	Prss53	Prss54	Prss55	Prss56	Prss57	Prss58	Prss8	Prtg	Prtn3	Prune	Prune2	Prx	Psap	Psapl1	Psat1	Psca	Psd	Psd2	Psd3	Psd4	Psen1	Psen2	Psenen	Psg-ps1	Psg16	Psg17	Psg18	Psg19	Psg20	Psg21	Psg22	Psg23	Psg25	Psg26	Psg27	Psg28	Psg29	Psip1	Pskh1	Psma1	Psma2	Psma3	Psma4	Psma5	Psma6	Psma7	Psma8	Psmb1	Psmb10	Psmb11	Psmb2	Psmb3	Psmb4	Psmb5	Psmb6	Psmb7	Psmb8	Psmb9	Psmc1	Psmc2	Psmc3	Psmc3ip	Psmc4	Psmc5	Psmc6	Psmd1	Psmd10	Psmd11	Psmd12	Psmd13	Psmd14	Psmd2	Psmd3	Psmd4	Psmd5	Psmd6	Psmd7	Psmd8	Psmd9	Psme1	Psme2	Psme3	Psme4	Psmf1	Psmg1	Psmg2	Psmg3	Psmg4	Psors1c2	Pspc1	Psph	Pspn	Psrc1	Pstk	Pstpip1	Pstpip2	Ptafr	Ptar1	Ptbp1	Ptbp2	Ptcd1	Ptcd2	Ptcd3	Ptch1	Ptch2	Ptchd1	Ptchd2	Ptchd3	Ptcra	Ptdss1	Ptdss2	Pten	Pter	Ptf1a	Ptgdr	Ptgds	Ptger1	Ptger2	Ptger3	Ptger4	Ptges	Ptges2	Ptges3	Ptgfr	Ptgfrn	Ptgir	Ptgis	Ptgr1	Ptgr2	Ptgs1	Ptgs2	Pth	Pth1r	Pth2	Pth2r	Pthlh	Ptk2	Ptk2b	Ptk6	Ptk7	Ptma	Ptms	Ptn	Ptov1	Ptp4a1	Ptp4a2	Ptp4a3	Ptpdc1	Ptpla	Ptplad1	Ptplad2	Ptplb	Ptpmt1	Ptpn1	Ptpn11	Ptpn12	Ptpn13	Ptpn14	Ptpn18	Ptpn2	Ptpn20	Ptpn21	Ptpn22	Ptpn23	Ptpn3	Ptpn4	Ptpn5	Ptpn6	Ptpn7	Ptpn9	Ptpra	Ptprb	Ptprc	Ptprcap	Ptprd	Ptpre	Ptprf	Ptprg	Ptprh	Ptprj	Ptprk	Ptprm	Ptprn	Ptprn2	Ptpro	Ptprq	Ptprr	Ptprs	Ptprt	Ptpru	Ptprv	Ptprz1	Ptrf	Ptrh1	Ptrh2	Pts	Pttg1	Pttg1ip	Ptx3	Ptx4	Puf60	Pum1	Pum2	Pura	Purb	Purg	Pus1	Pus10	Pus3	Pus7	Pus7l	Pusl1	Pvalb	Pvr	Pvrl1	Pvrl2	Pvrl3	Pvrl4	Pvt1	Pwp1	Pwp2	Pwwp2a	Pwwp2b	Pxdn	Pxk	Pxmp2	Pxmp3	Pxmp4	Pxn	Pxt1	Pycard	Pycr1	Pycr2	Pycrl	Pydc3	Pydc4	Pygb	Pygl	Pygm	Pygo1	Pygo2	Pyhin1	Pyroxd1	Pyroxd2	Pyy	Pzp	Qars	Qdpr	Qk	Qpct	Qpctl	Qprt	Qrfp	Qrfpr	Qrich1	Qrich2	Qrsl1	Qser1	Qsox1	Qsox2	Qtrt1	Qtrtd1	R3hcc1	R3hdm1	R3hdm2	R3hdml	R74862	Rab1	Rab10	Rab11a	Rab11b	Rab11fip1	Rab11fip2	Rab11fip3	Rab11fip4	Rab11fip5	Rab12	Rab13	Rab14	Rab15	Rab17	Rab18	Rab19	Rab1b	Rab20	Rab21	Rab22a	Rab23	Rab24	Rab25	Rab26	Rab27a	Rab27b	Rab28	Rab2a	Rab2b	Rab30	Rab31	Rab32	Rab33a	Rab33b	Rab34	Rab35	Rab36	Rab37	Rab38	Rab39	Rab39b	Rab3a	Rab3b	Rab3c	Rab3d	Rab3gap1	Rab3gap2	Rab3il1	Rab3ip	Rab40b	Rab40c	Rab42-ps	Rab43	Rab44	Rab4a	Rab4b	Rab5a	Rab5b	Rab5c	Rab6a	Rab6b	Rab7	Rab7l1	Rab8a	Rab8b	Rab9	Rab9b	Rabac1	Rabep1	Rabep2	Rabepk	Rabgap1	Rabgap1l	Rabgef1	Rabggta	Rabggtb	Rabif	Rabl2	Rabl3	Rabl5	Rac1	Rac2	Rac3	Racgap1	Rad1	Rad17	Rad18	Rad21	Rad21l	Rad23a	Rad23b	Rad50	Rad51	Rad51ap1	Rad51ap2	Rad51c	Rad51l1	Rad51l3	Rad52	Rad54b	Rad54l	Rad54l2	Rad9	Rad9b	Radil	Rae1	Raet1a	Raet1b	Raet1c	Raet1d	Raet1e	Raf1	Rag1	Rag2	Rai1	Rai12	Rai14	Rai2	Rala	Ralb	Ralbp1	Ralgapa1	Ralgapa2	Ralgapb	Ralgds	Ralgps1	Ralgps2	Raly	Ralyl	Ramp1	Ramp2	Ramp3	Ran	Ranbp1	Ranbp10	Ranbp17	Ranbp2	Ranbp3	Ranbp3l	Ranbp6	Ranbp9	Rangap1	Rangrf	Rap1a	Rap1b	Rap1gap	Rap1gap2	Rap1gds1	Rap2a	Rap2b	Rap2c	Rapgef1	Rapgef2	Rapgef3	Rapgef4	Rapgef5	Rapgef6	Rapgefl1	Raph1	Rapsn	Rara	Rarb	Rarg	Rarres1	Rarres2	Rars	Rars2	Rasa1	Rasa2	Rasa3	Rasa4	Rasal1	Rasal2	Rasal3	Rasd1	Rasd2	Rasef	Rasgef1a	Rasgef1b	Rasgef1c	Rasgrf1	Rasgrf2	Rasgrp1	Rasgrp2	Rasgrp3	Rasgrp4	Rasip1	Rasl10a	Rasl10b	Rasl11a	Rasl11b	Rasl12	Rasl2-9-ps	Rassf1	Rassf10	Rassf2	Rassf3	Rassf4	Rassf5	Rassf6	Rassf7	Rassf8	Rassf9	Raver1	Raver1-fdx1l	Raver2	Rax	Rb1	Rb1cc1	Rbak	Rbbp4	Rbbp5	Rbbp6	Rbbp7	Rbbp8	Rbbp9	Rbck1	Rbfa	Rbfox1	Rbfox2	Rbfox3	Rbks	Rbl1	Rbl2	Rbm10	Rbm11	Rbm12	Rbm12b	Rbm14	Rbm15	Rbm15b	Rbm17	Rbm18	Rbm19	Rbm20	Rbm22	Rbm24	Rbm25	Rbm26	Rbm27	Rbm28	Rbm3	Rbm31y	Rbm33	Rbm34	Rbm38	Rbm39	Rbm4	Rbm41	Rbm42	Rbm43	Rbm44	Rbm45	Rbm46	Rbm47	Rbm4b	Rbm5	Rbm6	Rbm7	Rbm8a	Rbms1	Rbms2	Rbms3	Rbmx	Rbmx2	Rbmxl1	Rbmxl2	Rbmy1a1	Rbp1	Rbp2	Rbp3	Rbp4	Rbp7	Rbpj	Rbpjl	Rbpms	Rbpms2	Rbx1	Rc3h1	Rc3h2	Rcan1	Rcan2	Rcan3	Rcbtb1	Rcbtb2	Rcc1	Rcc2	Rccd1	Rce1	Rchy1	Rcl1	Rcn1	Rcn2	Rcn3	Rcor1	Rcor2	Rcor3	Rcsd1	Rcvrn	Rd3	Rdbp	Rdh1	Rdh10	Rdh11	Rdh12	Rdh13	Rdh14	Rdh16	Rdh18-ps	Rdh19	Rdh5	Rdh7	Rdh8	Rdh9	Rdm1	Rdx	Rec8	Reck	Recql	Recql4	Recql5	Reep1	Reep2	Reep3	Reep4	Reep5	Reep6	Reg1	Reg2	Reg3a	Reg3b	Reg3d	Reg3g	Reg4	Rel	Rela	Relb	Rell1	Rell2	Reln	Relt	Rem1	Rem2	Ren1	Ren2	Renbp	Rep15	Repin1	Reps1	Reps2	Rer1	Rere	Rerg	Rergl	Resp18	Rest	Ret	Retn	Retnla	Retnlb	Retnlg	Retsat	Rev1	Rev3l	Rex2	Rexo1	Rexo2	Rexo4	Rfc1	Rfc2	Rfc3	Rfc4	Rfc5	Rfesd	Rffl	Rfk	Rfng	Rfpl3s	Rfpl4	Rfpl4b	Rft1	Rftn1	Rftn2	Rfwd2	Rfwd3	Rfx1	Rfx2	Rfx3	Rfx4	Rfx5	Rfx6	Rfx7	Rfx8	Rfxank	Rfxap	Rg9mtd1	Rg9mtd2	Rg9mtd3	Rgag1	Rgag4	Rgl1	Rgl2	Rgl3	Rgma	Rgmb	Rgn	Rgnef	Rgp1	Rgr	Rgs1	Rgs10	Rgs11	Rgs12	Rgs13	Rgs14	Rgs16	Rgs17	Rgs18	Rgs19	Rgs2	Rgs20	Rgs22	Rgs3	Rgs4	Rgs5	Rgs6	Rgs7	Rgs7bp	Rgs8	Rgs9	Rgs9bp	Rgsl1	Rhag	Rhbdd1	Rhbdd2	Rhbdd3	Rhbdf1	Rhbdf2	Rhbdl1	Rhbdl2	Rhbdl3	Rhbg	Rhcg	Rhd	Rheb	Rhebl1	Rho	Rhoa	Rhob	Rhobtb1	Rhobtb2	Rhobtb3	Rhoc	Rhod	Rhof	Rhog	Rhoh	Rhoj	Rhoq	Rhot1	Rhot2	Rhou	Rhov	Rhox1	Rhox10	Rhox11	Rhox12	Rhox13	Rhox2a	Rhox2b	Rhox2c	Rhox2d	Rhox2e	Rhox2f	Rhox2g	Rhox2h	Rhox3-ps	Rhox3a	Rhox3c	Rhox3e	Rhox3f	Rhox3g-ps	Rhox3h	Rhox4a	Rhox4b	Rhox4c	Rhox4d	Rhox4e	Rhox4f	Rhox4g	Rhox5	Rhox6	Rhox7	Rhox8	Rhox9	Rhpn1	Rhpn2	Rian	Ribc1	Ribc2	Ric3	Ric8	Ric8b	Rictor	Rif1	Riiad1	Rilp	Rilpl1	Rilpl2	Rimbp2	Rimbp3	Rimkla	Rimklb	Rims1	Rims2	Rims3	Rims4	Rin1	Rin2	Rin3	Ring1	Rinl	Rint1	Riok1	Riok2	Riok3	Ripk1	Ripk2	Ripk3	Ripk4	Ripply1	Ripply2	Ripply3	Rit1	Rit2	Rlbp1	Rlf	Rlim	Rln1	Rln3	Rltpr	Rmi1	Rmnd1	Rmnd5a	Rmnd5b	Rmrp	Rmst	Rn4.5s	Rn45s	Rnase1	Rnase10	Rnase11	Rnase12	Rnase13	Rnase4	Rnase6	Rnase9	Rnaseh1	Rnaseh2a	Rnaseh2b	Rnaseh2c	Rnasek	Rnasel	Rnaset2a	Rnaset2b	Rnd1	Rnd2	Rnd3	Rnf10	Rnf103	Rnf11	Rnf111	Rnf112	Rnf113a1	Rnf113a2	Rnf114	Rnf115	Rnf121	Rnf122	Rnf123	Rnf125	Rnf126	Rnf128	Rnf13	Rnf130	Rnf133	Rnf135	Rnf138	Rnf139	Rnf14	Rnf141	Rnf144a	Rnf144b	Rnf145	Rnf146	Rnf148	Rnf149	Rnf150	Rnf151	Rnf152	Rnf157	Rnf165	Rnf166	Rnf167	Rnf168	Rnf169	Rnf17	Rnf170	Rnf180	Rnf181	Rnf182	Rnf183	Rnf185	Rnf186	Rnf187	Rnf19a	Rnf19b	Rnf2	Rnf20	Rnf207	Rnf208	Rnf214	Rnf215	Rnf216	Rnf217	Rnf219	Rnf220	Rnf222	Rnf24	Rnf25	Rnf26	Rnf31	Rnf32	Rnf34	Rnf38	Rnf39	Rnf4	Rnf40	Rnf41	Rnf43	Rnf44	Rnf5	Rnf6	Rnf7	Rnf8	Rnft1	Rnft2	Rngtt	Rnh1	Rnls	Rnmt	Rnmtl1	Rnpc3	Rnpep	Rnpepl1	Rnps1	Rnu11	Rnu12	Rnu6	Rnu7	Rnu73b	Robo1	Robo2	Robo3	Robo4	Rock1	Rock2	Rod1	Rogdi	Rom1	Romo1	Ropn1	Ropn1l	Ror1	Ror2	Rora	Rorb	Rorc	Ros1	Rp1	Rp1l1	Rp2h	Rp9	Rpa1	Rpa2	Rpa3	Rpain	Rpap1	Rpap2	Rpap3	Rpe	Rpe65	Rpf1	Rpf2	Rpgr	Rpgrip1	Rpgrip1l	Rph3a	Rph3al	Rpia	Rpl10	Rpl10a	Rpl10l	Rpl11	Rpl12	Rpl13	Rpl13a	Rpl14	Rpl15	Rpl17	Rpl18	Rpl18a	Rpl19	Rpl21	Rpl22	Rpl22l1	Rpl23	Rpl23a	Rpl24	Rpl26	Rpl27	Rpl27a	Rpl28	Rpl29	Rpl3	Rpl30	Rpl31	Rpl31-ps12	Rpl32	Rpl34	Rpl34-ps1	Rpl35	Rpl35a	Rpl36	Rpl36a	Rpl36al	Rpl37	Rpl37a	Rpl38	Rpl39	Rpl39l	Rpl3l	Rpl4	Rpl41	Rpl5	Rpl6	Rpl7	Rpl7a	Rpl7l1	Rpl8	Rpl9	Rplp0	Rplp1	Rplp2	Rplp2-ps1	Rpn1	Rpn2	Rpp14	Rpp21	Rpp25	Rpp30	Rpp38	Rpp40	Rpph1	Rprd1a	Rprd1b	Rprd2	Rprl1	Rprl2	Rprl3	Rprm	Rprml	Rps10	Rps11	Rps12	Rps13	Rps14	Rps15	Rps15a	Rps15a-ps4	Rps15a-ps6	Rps16	Rps17	Rps18	Rps19	Rps19-ps3	Rps19bp1	Rps2	Rps20	Rps21	Rps23	Rps24	Rps25	Rps26	Rps27	Rps27a	Rps27l	Rps28	Rps29	Rps3	Rps3a	Rps4x	Rps4y2	Rps5	Rps6	Rps6ka1	Rps6ka2	Rps6ka3	Rps6ka4	Rps6ka5	Rps6ka6	Rps6kb1	Rps6kb2	Rps6kc1	Rps6kl1	Rps7	Rps8	Rps9	Rpsa	Rptn	Rptor	Rpusd1	Rpusd2	Rpusd3	Rpusd4	Rqcd1	Rrad	Rraga	Rragb	Rragc	Rragd	Rras	Rras2	Rrbp1	Rreb1	Rrh	Rrm1	Rrm2	Rrm2b	Rrn3	Rrnad1	Rrp1	Rrp12	Rrp15	Rrp1b	Rrp36	Rrp7a	Rrp8	Rrp9	Rrs1	Rs1	Rsad1	Rsad2	Rsbn1	Rsbn1l	Rsc1a1	Rsf1	Rsl1	Rsl1d1	Rsl24d1	Rslcan18	Rsph1	Rsph3a	Rsph3b	Rsph4a	Rsph6a	Rsph9	Rspo1	Rspo2	Rspo3	Rspo4	Rspry1	Rsrc1	Rsrc2	Rsu1	Rtbdn	Rtcd1	Rtdr1	Rtel1	Rtf1	Rtkn	Rtkn2	Rtl1	Rtn1	Rtn2	Rtn3	Rtn4	Rtn4ip1	Rtn4r	Rtn4rl1	Rtn4rl2	Rtp1	Rtp2	Rtp3	Rtp4	Rttn	Rubie	Rufy1	Rufy2	Rufy3	Rufy4	Rundc1	Rundc3a	Rundc3b	Runx1	Runx1t1	Runx2	Runx3	Rusc1	Rusc2	Ruvbl1	Ruvbl2	Rwdd1	Rwdd2a	Rwdd2b	Rwdd3	Rwdd4a	Rxfp1	Rxf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pata24	Spata25	Spata2l	Spata3	Spata4	Spata5	Spata5l1	Spata6	Spata7	Spata9	Spatc1	Spats1	Spats2	Spats2l	Spc24	Spc25	Spcs1	Spcs2	Spcs3	Spdef	Spdya	Spdyb	Specc1	Specc1l	Speer1-ps1	Speer2	Speer3	Speer4a	Speer4b	Speer4d	Speer4e	Speer4f	Speer5-ps1	Speer6-ps1	Speer7-ps1	Speer8-ps1	Speer9-ps1	Spef1	Spef2	Speg	Spem1	Spen	Spert	Spesp1	Spg11	Spg20	Spg21	Spg7	Sphk1	Sphk2	Sphkap	Spib	Spic	Spice1	Spin1	Spin2	Spin4	Spink10	Spink11	Spink12	Spink13	Spink14	Spink2	Spink3	Spink4	Spink5	Spink6	Spink7	Spink8	Spinkl	Spinlw1	Spint1	Spint2	Spint3	Spint4	Spire1	Spire2	Spn	Spn-ps	Spna1	Spna2	Spnb1	Spnb2	Spnb3	Spnb4	Spns1	Spns2	Spns3	Spo11	Spock1	Spock2	Spock3	Spon1	Spon2	Spop	Spopl	Spp1	Spp2	Sppl3	Spr	Spred1	Spred2	Spred3	Sprn	Sprr1a	Sprr1b	Sprr2a1	Sprr2a2	Sprr2b	Sprr2d	Sprr2e	Sprr2f	Sprr2g	Sprr2h	Sprr2i	Sprr2j-ps	Sprr2k	Sprr3	Sprr4	Spry1	Spry2	Spry3	Spry4	Spryd3	Spryd4	Spsb1	Spsb2	Spsb3	Spsb4	Spt1	Sptlc1	Sptlc2	Sptlc3	Spty2d1	Spz1	Sqle	Sqrdl	Sqstm1	Sra1	Srbd1	Src	Srcin1	Srcrb4d	Srd5a1	Srd5a2	Srd5a3	Srebf1	Srebf2	Srek1	Srek1ip1	Srf	Srfbp1	Srgap1	Srgap2	Srgap3	Srgn	Sri	Srl	Srm	Srms	Srp14	Srp19	Srp54a	Srp54b	Srp54c	Srp68	Srp72	Srp9	Srpk1	Srpk2	Srpk3	Srpr	Srprb	Srpx	Srpx2	Srr	Srrd	Srrm1	Srrm2	Srrm3	Srrm4	Srrt	Srsf1	Srsf10	Srsf11	Srsf12	Srsf2	Srsf3	Srsf4	Srsf5	Srsf6	Srsf7	Srsf9	Srxn1	Sry	Ss18	Ss18l1	Ssb	Ssbp1	Ssbp2	Ssbp3	Ssbp4	Ssfa2	Ssh1	Ssh2	Ssh3	Ssna1	Sspn	Sspo	Ssr1	Ssr2	Ssr3	Ssr4	Ssrp1	Sssca1	Sst	Sstr1	Sstr2	Sstr3	Sstr4	Sstr5	Ssty1	Ssty2	Ssu72	Ssx2ip	Ssx9	Ssxb1	Ssxb10	Ssxb2	Ssxb3	Ssxb5	Ssxb6	Ssxb8	Ssxb9	St13	St14	St18	St3gal1	St3gal2	St3gal3	St3gal4	St3gal5	St3gal6	St5	St6gal1	St6gal2	St6galnac1	St6galnac2	St6galnac3	St6galnac4	St6galnac5	St6galnac6	St7	St7l	St8sia1	St8sia2	St8sia3	St8sia4	St8sia5	St8sia6	Stab1	Stab2	Stac	Stac2	Stac3	Stag1	Stag2	Stag3	Stam	Stam2	Stambp	Stambpl1	Stap1	Stap2	Star	Stard10	Stard13	Stard3	Stard3nl	Stard4	Stard5	Stard6	Stard7	Stard8	Stat1	Stat2	Stat3	Stat4	Stat5a	Stat5b	Stat6	Stau1	Stau2	Stbd1	Stc1	Stc2	Steap1	Steap2	Steap3	Steap4	Stfa1	Stfa2	Stfa2l1	Stfa3	Stil	Stim1	Stim2	Stip1	Stk10	Stk11	Stk11ip	Stk16	Stk17b	Stk19	Stk24	Stk25	Stk3	Stk30	Stk31	Stk32a	Stk32b	Stk32c	Stk33	Stk35	Stk36	Stk38	Stk38l	Stk39	Stk4	Stk40	Stmn1	Stmn1-rs1	Stmn2	Stmn3	Stmn4	Stom	Stoml1	Stoml2	Stoml3	Ston1	Ston2	Stox1	Stox2	Stra13	Stra6	Stra8	Strada	Stradb	Strap	Strbp	Strc	Strn	Strn3	Strn4	Stt3a	Stt3b	Stub1	Stx11	Stx12	Stx16	Stx17	Stx18	Stx19	Stx1a	Stx1b	Stx2	Stx3	Stx4a	Stx5a	Stx6	Stx7	Stx8	Stxbp1	Stxbp2	Stxbp3a	Stxbp4	Stxbp5	Stxbp5l	Stxbp6	Styk1	Styx	Styxl1	Sub1	Sucla2	Suclg1	Suclg2	Sucnr1	Suds3	Sufu	Sugp1	Sugp2	Sugt1	Sulf1	Sulf2	Sult1a1	Sult1b1	Sult1c1	Sult1c2	Sult1d1	Sult1e1	Sult2a1	Sult2a2	Sult2a3	Sult2a4	Sult2a5	Sult2a6	Sult2a7	Sult2b1	Sult3a1	Sult4a1	Sult5a1	Sult6b1	Sumf1	Sumf2	Sumo1	Sumo2	Sumo3	Sun1	Sun2	Sun3	Sun5	Suox	Supt16h	Supt3h	Supt4h1	Supt5h	Supt6h	Supt7l	Supv3l1	Surf1	Surf2	Surf4	Surf6	Susd1	Susd2	Susd3	Susd4	Susd5	Suv39h1	Suv39h2	Suv420h1	Suv420h2	Suz12	Sv2a	Sv2b	Sv2c	Sva	Sval1	Sval2	Sval3	Svep1	Svil	Svip	Svop	Svopl	Svs1	Svs2	Svs3a	Svs3b	Svs4	Svs5	Svs6	Swap70	Swi5	Syap1	Sybu	Syce1	Syce1l	Syce2	Syce3	Sycn	Sycp1	Sycp1-ps1	Sycp2	Sycp3	Syde1	Syde2	Syf2	Syk	Sympk	Syn1	Syn2	Syn3	Syna	Synb	Sync	Syncrip	Syne1	Syne2	Syngr1	Syngr2	Syngr3	Syngr4	Synj1	Synj2	Synj2bp	Synm	Synpo	Synpo2	Synpo2l	Synpr	Synrg	Syp	Sypl	Sypl2	Sys1	Syt1	Syt10	Syt11	Syt12	Syt13	Syt14	Syt15	Syt16	Syt17	Syt2	Syt3	Syt4	Syt5	Syt6	Syt7	Syt8	Syt9	Sytl1	Sytl2	Sytl3	Sytl4	Sytl5	Syvn1	Szt2	T	T2	Taar1	Taar2	Taar3	Taar4	Taar5	Taar6	Taar7a	Taar7b	Taar7d	Taar7e	Taar7f	Taar8a	Taar8b	Taar8c	Taar9	Tab1	Tab2	Tab3	Tac1	Tac2	Tac4	Tacc1	Tacc2	Tacc3	Taco1	Tacr1	Tacr2	Tacr3	Tacstd2	Tada1	Tada2a	Tada2b	Tada3	Taf1	Taf10	Taf11	Taf12	Taf13	Taf15	Taf1a	Taf1b	Taf1c	Taf1d	Taf2	Taf3	Taf4a	Taf4b	Taf5	Taf5l	Taf6	Taf6l	Taf7	Taf7l	Taf8	Taf9	Taf9b	Tagap	Tagap1	Tagln	Tagln2	Tagln3	Tal1	Tal2	Taldo1	Tanc1	Tanc2	Tank	Taok1	Taok2	Taok3	Tap1	Tap2	Tapbp	Tapbpl	Tapt1	Tarbp2	Tardbp	Tarm1	Tars	Tars2	Tarsl2	Tas1r1	Tas1r2	Tas1r3	Tas2r102	Tas2r103	Tas2r104	Tas2r105	Tas2r106	Tas2r107	Tas2r108	Tas2r109	Tas2r110	Tas2r113	Tas2r114	Tas2r115	Tas2r116	Tas2r117	Tas2r118	Tas2r119	Tas2r120	Tas2r121	Tas2r122	Tas2r123	Tas2r124	Tas2r125	Tas2r126	Tas2r129	Tas2r130	Tas2r131	Tas2r134	Tas2r135	Tas2r136	Tas2r137	Tas2r138	Tas2r139	Tas2r140	Tas2r143	Tas2r144	Tasp1	Tat	Tatdn1	Tatdn2	Tatdn3	Tax1bp1	Tax1bp3	Taz	Tbata	Tbc1d1	Tbc1d10a	Tbc1d10b	Tbc1d10c	Tbc1d12	Tbc1d13	Tbc1d14	Tbc1d15	Tbc1d16	Tbc1d17	Tbc1d19	Tbc1d2	Tbc1d20	Tbc1d21	Tbc1d22a	Tbc1d22b	Tbc1d23	Tbc1d24	Tbc1d25	Tbc1d2b	Tbc1d30	Tbc1d4	Tbc1d5	Tbc1d7	Tbc1d8	Tbc1d8b	Tbc1d9	Tbc1d9b	Tbca	Tbcb	Tbcc	Tbccd1	Tbcd	Tbce	Tbcel	Tbck	Tbk1	Tbkbp1	Tbl1x	Tbl1xr1	Tbl2	Tbl3	Tbp	Tbpl1	Tbpl2	Tbr1	Tbrg1	Tbrg3	Tbrg4	Tbx1	Tbx10	Tbx15	Tbx18	Tbx19	Tbx2	Tbx20	Tbx21	Tbx22	Tbx3	Tbx4	Tbx5	Tbx6	Tbxa2r	Tbxas1	Tc2n	Tcam1	Tcap	Tcea1	Tcea2	Tcea3	Tceal1	Tceal3	Tceal5	Tceal6	Tceal7	Tceal8	Tceanc	Tceb1	Tceb2	Tceb3	Tcerg1	Tcerg1l	Tcf12	Tcf15	Tcf19	Tcf20	Tcf21	Tcf23	Tcf25	Tcf3	Tcf4	Tcf7	Tcf7l1	Tcf7l2	Tcfl5	Tchh	Tchhl1	Tchp	Tcirg1	Tcl1	Tcl1b1	Tcl1b2	Tcl1b3	Tcl1b4	Tcl1b5	Tcn2	Tcof1	Tcp1	Tcp10a	Tcp10b	Tcp10c	Tcp11	Tcp11l1	Tcp11l2	Tcstv1	Tcstv3	Tcta	Tcte1	Tcte2	Tcte3	Tctex1d1	Tctex1d2	Tctex1d4	Tctn1	Tctn2	Tctn3	Tdg	Tdgf1	Tdh	Tdo2	Tdp1	Tdp2	Tdpoz1	Tdpoz2	Tdpoz3	Tdpoz4	Tdpoz5	Tdrd1	Tdrd12	Tdrd3	Tdrd5	Tdrd6	Tdrd7	Tdrd9	Tdrkh	Tdtom_transgene	Tead1	Tead2	Tead3	Tead4	Tec	Tecpr1	Tecpr2	Tecr	Tecrl	Tecta	Tectb	Teddm1	Tef	Tek	Tekt1	Tekt2	Tekt3	Tekt4	Tekt5	Telo2	Tenc1	Tep1	Tepp	Terc	Terf1	Terf2	Terf2ip	Tert	Tes	Tesc	Tesk1	Tesk2	Tespa1	Tet1	Tet2	Tet3	Tex10	Tex101	Tex11	Tex12	Tex13	Tex13a	Tex14	Tex15	Tex16	Tex19.1	Tex19.2	Tex2	Tex21	Tex22	Tex24	Tex261	Tex264	Tex28	Tex9	Tfam	Tfap2a	Tfap2b	Tfap2c	Tfap2d	Tfap2e	Tfap4	Tfb1m	Tfb2m	Tfcp2	Tfcp2l1	Tfdp1	Tfdp2	Tfe3	Tfeb	Tfec	Tff1	Tff2	Tff3	Tfg	Tfip11	Tfpi	Tfpi2	Tfpt	Tfr2	Tfrc	Tg	Tgds	Tgfa	Tgfb1	Tgfb1i1	Tgfb2	Tgfb3	Tgfbi	Tgfbr1	Tgfbr2	Tgfbr3	Tgfbrap1	Tgif1	Tgif2	Tgif2lx1	Tgif2lx2	Tgm1	Tgm2	Tgm3	Tgm4	Tgm5	Tgm6	Tgm7	Tgoln1	Tgoln2	Tgs1	Tgtp1	Tgtp2	Th	Th1l	Tha1	Thada	Thap1	Thap11	Thap2	Thap3	Thap4	Thap6	Thap7	Thbd	Thbs1	Thbs2	Thbs3	Thbs4	Theg	Them4	Them5	Themis	Thg1l	Thnsl1	Thnsl2	Thoc1	Thoc2	Thoc3	Thoc5	Thoc6	Thoc7	Thop1	Thpo	Thra	Thrap3	Thrb	Thrsp	Thsd1	Thsd4	Thsd7a	Thsd7b	Thtpa	Thumpd1	Thumpd2	Thumpd3	Thy1	Thyn1	Tia1	Tial1	Tiam1	Tiam2	Ticam1	Ticam2	Tie1	Tifa	Tifab	Tigd2	Tigd3	Tigd4	Tigd5	Tigit	Timd2	Timd4	Timeless	Timm10	Timm13	Timm17a	Timm17b	Timm22	Timm23	Timm44	Timm50	Timm8a1	Timm8a2	Timm8b	Timm9	Timp1	Timp2	Timp3	Timp4	Tinag	Tinagl1	Tinf2	Tiparp	Tipin	Tiprl	Tirap	Tjap1	Tjp1	Tjp2	Tjp3	Tk1	Tk2	Tkt	Tktl1	Tktl2	Tlcd1	Tlcd2	Tle1	Tle2	Tle3	Tle4	Tle6	Tlk1	Tlk2	Tll1	Tll2	Tln1	Tln2	Tlr1	Tlr11	Tlr12	Tlr13	Tlr2	Tlr3	Tlr4	Tlr5	Tlr6	Tlr7	Tlr8	Tlr9	Tlx1	Tlx2	Tlx3	Tm2d1	Tm2d2	Tm2d3	Tm4sf1	Tm4sf19	Tm4sf20	Tm4sf4	Tm4sf5	Tm6sf1	Tm6sf2	Tm7sf2	Tm7sf3	Tm9sf1	Tm9sf2	Tm9sf3	Tm9sf4	Tmbim1	Tmbim4	Tmbim6	Tmc1	Tmc2	Tmc3	Tmc4	Tmc5	Tmc6	Tmc7	Tmc8	Tmcc1	Tmcc2	Tmcc3	Tmco1	Tmco2	Tmco3	Tmco4	Tmco5	Tmco5b	Tmco6	Tmco7	Tmed1	Tmed10	Tmed11	Tmed2	Tmed3	Tmed4	Tmed5	Tmed6	Tmed7	Tmed8	Tmed9	Tmeff1	Tmeff2	Tmem100	Tmem101	Tmem102	Tmem104	Tmem106a	Tmem106b	Tmem106c	Tmem107	Tmem108	Tmem109	Tmem11	Tmem110	Tmem111	Tmem115	Tmem116	Tmem117	Tmem119	Tmem120a	Tmem120b	Tmem121	Tmem123	Tmem125	Tmem126a	Tmem126b	Tmem127	Tmem128	Tmem129	Tmem130	Tmem131	Tmem132a	Tmem132b	Tmem132c	Tmem132d	Tmem132e	Tmem134	Tmem135	Tmem136	Tmem138	Tmem139	Tmem140	Tmem141	Tmem143	Tmem144	Tmem145	Tmem146	Tmem147	Tmem149	Tmem14a	Tmem14c	Tmem150a	Tmem150b	Tmem150c	Tmem151a	Tmem151b	Tmem154	Tmem158	Tmem159	Tmem160	Tmem161a	Tmem161b	Tmem163	Tmem164	Tmem165	Tmem167	Tmem167b	Tmem168	Tmem169	Tmem17	Tmem170	Tmem170b	Tmem171	Tmem173	Tmem174	Tmem175	Tmem176a	Tmem176b	Tmem177	Tmem178	Tmem179	Tmem179b	Tmem18	Tmem180	Tmem181a	Tmem181b-ps	Tmem181c-ps	Tmem182	Tmem183a	Tmem184a	Tmem184b	Tmem184c	Tmem185b	Tmem186	Tmem188	Tmem189	Tmem19	Tmem190	Tmem191c	Tmem192	Tmem194	Tmem194b	Tmem196	Tmem198	Tmem198b	Tmem199	Tmem2	Tmem20	Tmem200a	Tmem200b	Tmem200c	Tmem201	Tmem202	Tmem203	Tmem204	Tmem205	Tmem206	Tmem207	Tmem208	Tmem209	Tmem210	Tmem211	Tmem212	Tmem213	Tmem214	Tmem215	Tmem216	Tmem217	Tmem218	Tmem219	Tmem22	Tmem220	Tmem221	Tmem222	Tmem223	Tmem225	Tmem229a	Tmem229b	Tmem231	Tmem232	Tmem233	Tmem25	Tmem26	Tmem27	Tmem28	Tmem29	Tmem30a	Tmem30b	Tmem30c	Tmem33	Tmem35	Tmem37	Tmem38a	Tmem38b	Tmem39a	Tmem39b	Tmem40	Tmem41a	Tmem41b	Tmem42	Tmem43	Tmem44	Tmem45a	Tmem45b	Tmem47	Tmem48	Tmem5	Tmem50a	Tmem50b	Tmem51	Tmem52	Tmem53	Tmem54	Tmem55a	Tmem55b	Tmem56	Tmem57	Tmem59	Tmem59l	Tmem60	Tmem62	Tmem63a	Tmem63b	Tmem63c	Tmem64	Tmem65	Tmem66	Tmem67	Tmem68	Tmem69	Tmem70	Tmem71	Tmem72	Tmem74	Tmem79	Tmem8	Tmem80	Tmem81	Tmem82	Tmem85	Tmem86a	Tmem86b	Tmem87a	Tmem87b	Tmem88	Tmem88b	Tmem89	Tmem8b	Tmem8c	Tmem9	Tmem90a	Tmem90b	Tmem91	Tmem92	Tmem93	Tmem95	Tmem97	Tmem98	Tmem9b	Tmf1	Tmie	Tmigd1	Tmlhe	Tmod1	Tmod2	Tmod3	Tmod4	Tmpo	Tmppe	Tmprss11a	Tmprss11bnl	Tmprss11c	Tmprss11d	Tmprss11e	Tmprss11f	Tmprss11g	Tmprss12	Tmprss13	Tmprss15	Tmprss2	Tmprss3	Tmprss4	Tmprss5	Tmprss6	Tmprss7	Tmprss9	Tmsb10	Tmsb15a	Tmsb15b1	Tmsb15b2	Tmsb15l	Tmsb4x	Tmtc1	Tmtc2	Tmtc3	Tmtc4	Tmub1	Tmub2	Tmx1	Tmx2	Tmx3	Tmx4	Tnc	Tnf	Tnfaip1	Tnfaip2	Tnfaip3	Tnfaip6	Tnfaip8	Tnfaip8l1	Tnfaip8l2	Tnfaip8l3	Tnfrsf10b	Tnfrsf11a	Tnfrsf11b	Tnfrsf12a	Tnfrsf13b	Tnfrsf13c	Tnfrsf14	Tnfrsf17	Tnfrsf18	Tnfrsf19	Tnfrsf1a	Tnfrsf1b	Tnfrsf21	Tnfrsf22	Tnfrsf23	Tnfrsf25	Tnfrsf26	Tnfrsf4	Tnfrsf8	Tnfrsf9	Tnfsf10	Tnfsf11	Tnfsf12	Tnfsf13	Tnfsf13b	Tnfsf14	Tnfsf15	Tnfsf18	Tnfsf4	Tnfsf8	Tnfsf9	Tnik	Tnip1	Tnip2	Tnip3	Tnk1	Tnk2	Tnks	Tnks1bp1	Tnks2	Tnmd	Tnn	Tnnc1	Tnnc2	Tnni1	Tnni2	Tnni3	Tnni3k	Tnnt1	Tnnt2	Tnnt3	Tnp1	Tnp2	Tnpo1	Tnpo2	Tnpo3	Tnr	Tnrc18	Tnrc6a	Tnrc6b	Tnrc6c	Tns1	Tns3	Tns4	Tnxb	Tob1	Tob2	Toe1	Tollip	Tom1	Tom1l1	Tom1l2	Tomm20	Tomm20l	Tomm22	Tomm34	Tomm40	Tomm40l	Tomm5	Tomm6	Tomm7	Tomm70a	Tomt	Tonsl	Top1	Top1mt	Top2a	Top2b	Top3a	Top3b	Topbp1	Topors	Tor1a	Tor1aip1	Tor1aip2	Tor1b	Tor2a	Tor3a	Tox	Tox2	Tox3	Tox4	Tpbg	Tpbpa	Tpbpb	Tpcn1	Tpcn2	Tpd52	Tpd52l1	Tpd52l2	Tph1	Tph2	Tpi1	Tpk1	Tpm1	Tpm2	Tpm3	Tpm4	Tpmt	Tpo	Tpp1	Tpp2	Tppp	Tppp2	Tppp3	Tpr	Tpra1	Tprg	Tprgl	Tprkb	Tprn	Tpsab1	Tpsb2	Tpsg1	Tpst1	Tpst2	Tpt1	Tpte	Tpx2	Tra2a	Tra2b	Trabd	Tradd	Traf1	Traf2	Traf3	Traf3ip1	Traf3ip2	Traf3ip3	Traf4	Traf5	Traf6	Traf7	Trafd1	Traip	Trak1	Trak2	Tram1	Tram1l1	Tram2	Trank1	Trap1	Trap1a	Trappc1	Trappc10	Trappc2	Trappc2l	Trappc3	Trappc4	Trappc5	Trappc6a	Trappc6b	Trappc8	Trappc9	Trat1	Trcg1	Trdmt1	Trdn	Treh	Trem1	Trem2	Trem3	Treml1	Treml2	Treml4	Trerf1	Trex1	Trex2	Trf	Trh	Trhde	Trhr	Trhr2	Triap1	Trib1	Trib2	Trib3	Tril	Trim10	Trim11	Trim12a	Trim12c	Trim13	Trim14	Trim15	Trim16	Trim17	Trim2	Trim21	Trim23	Trim24	Trim25	Trim26	Trim27	Trim28	Trim29	Trim3	Trim30a	Trim30b	Trim30d	Trim30e-ps1	Trim31	Trim32	Trim33	Trim34a	Trim34b	Trim35	Trim36	Trim37	Trim38	Trim39	Trim40	Trim41	Trim42	Trim43a	Trim43b	Trim43c	Trim44	Trim45	Trim46	Trim47	Trim50	Trim52	Trim54	Trim55	Trim56	Trim58	Trim59	Trim6	Trim60	Trim61	Trim62	Trim63	Trim65	Trim66	Trim67	Trim68	Trim69	Trim7	Trim71	Trim72	Trim75	Trim8	Trim9	Triml1	Triml2	Trio	Triobp	Trip10	Trip11	Trip12	Trip13	Trip4	Trip6	Trit1	Trmt1	Trmt11	Trmt112	Trmt12	Trmt2a	Trmt2b	Trmt5	Trmt6	Trmt61a	Trmt61b	Trmu	Trnau1ap	Trnp1	Trnt1	Tro	Troap	Trove2	Trp53	Trp53bp1	Trp53bp2	Trp53i11	Trp53i13	Trp53inp1	Trp53inp2	Trp53rk	Trp63	Trp73	Trpa1	Trpc1	Trpc2	Trpc3	Trpc4	Trpc4ap	Trpc5	Trpc6	Trpc7	Trpd52l3	Trpm1	Trpm2	Trpm3	Trpm4	Trpm5	Trpm6	Trpm7	Trpm8	Trps1	Trpt1	Trpv1	Trpv2	Trpv3	Trpv4	Trpv5	Trpv6	Trrap	Trub1	Trub2	Try10	Try4	Try5	Tsc1	Tsc2	Tsc22d1	Tsc22d2	Tsc22d3	Tsc22d4	Tsen15	Tsen2	Tsen34	Tsen54	Tsfm	Tsg101	Tsga10	Tsga13	Tsga14	Tsga8	Tshb	Tshr	Tshz1	Tshz2	Tshz3	Tsix	Tsks	Tsku	Tslp	Tsn	Tsnax	Tsnaxip1	Tspan1	Tspan10	Tspan11	Tspan12	Tspan13	Tspan14	Tspan15	Tspan17	Tspan18	Tspan2	Tspan3	Tspan31	Tspan32	Tspan33	Tspan4	Tspan5	Tspan6	Tspan7	Tspan8	Tspan9	Tspo	Tspo2	Tspy-ps	Tspyl1	Tspyl2	Tspyl3	Tspyl4	Tspyl5	Tsr1	Tsr2	Tssc1	Tssc4	Tssk1	Tssk2	Tssk3	Tssk4	Tssk5	Tssk6	Tst	Tsta3	Tstd1	Tstd2	Tsx	Ttbk1	Ttbk2	Ttc1	Ttc12	Ttc13	Ttc14	Ttc15	Ttc16	Ttc17	Ttc18	Ttc19	Ttc21a	Ttc21b	Ttc22	Ttc23	Ttc23l	Ttc24	Ttc25	Ttc26	Ttc27	Ttc28	Ttc29	Ttc3	Ttc30a1	Ttc30a2	Ttc30b	Ttc32	Ttc33	Ttc34	Ttc35	Ttc36	Ttc37	Ttc38	Ttc39a	Ttc39b	Ttc39c	Ttc39d	Ttc4	Ttc5	Ttc7	Ttc7b	Ttc8	Ttc9	Ttc9b	Ttc9c	Ttf1	Ttf2	Tti1	Tti2	Ttk	Ttl	Ttll1	Ttll10	Ttll11	Ttll12	Ttll13	Ttll2	Ttll3	Ttll4	Ttll5	Ttll6	Ttll7	Ttll8	Ttll9	Ttn	Ttpa	Ttpal	Ttr	Ttyh1	Ttyh2	Ttyh3	Tub	Tuba1a	Tuba1b	Tuba1c	Tuba3a	Tuba3b	Tuba4a	Tuba8	Tubal3	Tubb1	Tubb2a	Tubb2a-ps2	Tubb2b	Tubb3	Tubb4a	Tubb4b	Tubb5	Tubb6	Tubd1	Tube1	Tubg1	Tubg2	Tubgcp2	Tubgcp3	Tubgcp4	Tubgcp5	Tubgcp6	Tufm	Tuft1	Tug1	Tulp1	Tulp2	Tulp3	Tulp4	Tusc1	Tusc2	Tusc3	Tusc5	Tut1	Twf1	Twf2	Twist1	Twist2	Twistnb	Twsg1	Txk	Txlna	Txlnb	Txlng	Txn1	Txn2	Txndc11	Txndc12	Txndc15	Txndc16	Txndc17	Txndc2	Txndc3	Txndc5	Txndc6	Txndc8	Txndc9	Txnip	Txnl1	Txnl4a	Txnl4b	Txnrd1	Txnrd2	Txnrd3	Tyk2	Tymp	Tyms	Tyms-ps	Tyr	Tyro3	Tyrobp	Tyrp1	Tysnd1	Tyw1	Tyw3	U05342	U2af1	U2af1l4	U2af2	U90926	Uaca	Uap1	Uap1l1	Uba1	Uba2	Uba3	Uba5	Uba52	Uba6	Uba7	Ubac1	Ubac2	Ubap1	Ubap2	Ubap2l	Ubash3a	Ubash3b	Ubb	Ubc	Ubd	Ube1y1	Ube2a	Ube2b	Ube2c	Ube2cbp	Ube2d1	Ube2d2	Ube2d3	Ube2dnl	Ube2e1	Ube2e2	Ube2e3	Ube2f	Ube2g1	Ube2g2	Ube2h	Ube2i	Ube2j1	Ube2j2	Ube2k	Ube2l3	Ube2l6	Ube2m	Ube2n	Ube2o	Ube2q1	Ube2q2	Ube2ql1	Ube2r2	Ube2s	Ube2t	Ube2u	Ube2v1	Ube2v2	Ube2w	Ube2z	Ube3a	Ube3b	Ube3c	Ube4a	Ube4b	Ubfd1	Ubiad1	Ubl3	Ubl4	Ubl4b	Ubl5	Ubl7	Ublcp1	Ubn1	Ubn2	Ubox5	Ubp1	Ubqln1	Ubqln2	Ubqln3	Ubqln4	Ubqlnl	Ubr1	Ubr2	Ubr3	Ubr4	Ubr5	Ubr7	Ubtd1	Ubtd2	Ubtf	Ubtfl1	Ubxn1	Ubxn10	Ubxn11	Ubxn2a	Ubxn2b	Ubxn4	Ubxn6	Ubxn7	Ubxn8	Uchl1	Uchl3	Uchl4	Uchl5	Uck1	Uck2	Uckl1	Ucma	Ucn	Ucn2	Ucn3	Ucp1	Ucp2	Ucp3	Uevld	Ufc1	Ufd1l	Ufm1	Ufsp1	Ufsp2	Ugcg	Ugdh	Uggt1	Uggt2	Ugp2	Ugt1a1	Ugt1a10	Ugt1a2	Ugt1a5	Ugt1a6a	Ugt1a6b	Ugt1a7c	Ugt1a9	Ugt2a1	Ugt2a2	Ugt2a3	Ugt2b1	Ugt2b34	Ugt2b35	Ugt2b36	Ugt2b37	Ugt2b38	Ugt2b5	Ugt3a1	Ugt3a2	Ugt8a	Uhmk1	Uhrf1	Uhrf1bp1	Uhrf1bp1l	Uhrf2	Uimc1	Ulbp1	Ulk1	Ulk2	Ulk3	Ulk4	Umod	Umodl1	Umps	Unc119	Unc119b	Unc13a	Unc13b	Unc13c	Unc13d	Unc45a	Unc45b	Unc50	Unc5a	Unc5b	Unc5c	Unc5cl	Unc5d	Unc79	Unc80	Unc93a	Unc93b1	Uncx	Ung	Unk	Unkl	Uox	Upb1	Upf1	Upf2	Upf3a	Upf3b	Upk1a	Upk1b	Upk2	Upk3a	Upk3b	Upp1	Upp2	Uprt	Uqcc	Uqcr10	Uqcr11	Uqcrb	Uqcrc1	Uqcrc2	Uqcrfs1	Uqcrh	Uqcrq	Urb1	Urb2	Urgcp	Urm1	Uroc1	Urod	Uros	Use1	Usf1	Usf2	Ush1c	Ush1g	Ush2a	Ushbp1	Usmg5	Uso1	Usp1	Usp10	Usp11	Usp12	Usp13	Usp14	Usp15	Usp16	Usp17l5	Usp18	Usp19	Usp2	Usp20	Usp21	Usp22	Usp24	Usp25	Usp26	Usp27x	Usp28	Usp29	Usp3	Usp30	Usp31	Usp32	Usp33	Usp34	Usp35	Usp36	Usp37	Usp38	Usp39	Usp4	Usp40	Usp42	Usp43	Usp44	Usp45	Usp46	Usp47	Usp48	Usp49	Usp5	Usp50	Usp51	Usp53	Usp54	Usp6nl	Usp7	Usp8	Usp9x	Usp9y	Uspl1	Ust	Utf1	Utp11l	Utp14a	Utp14b	Utp15	Utp18	Utp20	Utp23	Utp3	Utp6	Utrn	Uts2	Uts2d	Uts2r	Uty	Uvrag	Uxs1	Uxt	V1ra8	V1rd18	V1rd19	V1rg10	Vac14	Vamp1	Vamp2	Vamp3	Vamp4	Vamp5	Vamp7	Vamp8	Vangl1	Vangl2	Vapa	Vapb	Vars	Vars2	Vash1	Vash2	Vasn	Vasp	Vat1	Vat1l	Vaultrc5	Vav1	Vav2	Vav3	Vax1	Vax2	Vax2os1	Vax2os2	Vbp1	Vcam1	Vcan	Vcl	Vcp	Vcpip1	Vdac1	Vdac2	Vdac3	Vdr	Vegfa	Vegfb	Vegfc	Veph1	Vezf1	Vezt	Vgf	Vgll1	Vgll2	Vgll3	Vgll4	Vhl	Vil1	Vill	Vim	Vip	Vipar	Vipr1	Vipr2	Vit	Vkorc1	Vkorc1l1	Vldlr	Vma21	Vmac	Vmn1r-ps103	Vmn1r-ps79	Vmn1r1	Vmn1r10	Vmn1r100	Vmn1r101	Vmn1r103	Vmn1r104	Vmn1r107	Vmn1r11	Vmn1r111	Vmn1r112	Vmn1r113	Vmn1r114	Vmn1r115	Vmn1r116	Vmn1r117	Vmn1r118	Vmn1r119	Vmn1r12	Vmn1r120	Vmn1r121	Vmn1r122	Vmn1r123	Vmn1r124	Vmn1r125	Vmn1r126	Vmn1r127	Vmn1r128	Vmn1r129	Vmn1r13	Vmn1r130	Vmn1r132	Vmn1r135	Vmn1r137	Vmn1r139	Vmn1r14	Vmn1r142	Vmn1r143	Vmn1r148	Vmn1r149	Vmn1r15	Vmn1r151	Vmn1r152	Vmn1r155	Vmn1r157	Vmn1r158	Vmn1r159	Vmn1r16	Vmn1r160	Vmn1r163	Vmn1r165	Vmn1r167	Vmn1r168	Vmn1r169	Vmn1r17	Vmn1r170	Vmn1r171	Vmn1r172	Vmn1r173	Vmn1r174	Vmn1r175	Vmn1r176	Vmn1r177	Vmn1r178	Vmn1r179	Vmn1r18	Vmn1r180	Vmn1r181	Vmn1r183	Vmn1r184	Vmn1r185	Vmn1r186	Vmn1r187	Vmn1r188	Vmn1r189	Vmn1r19	Vmn1r191	Vmn1r192	Vmn1r193	Vmn1r194	Vmn1r195	Vmn1r196	Vmn1r197	Vmn1r198	Vmn1r199	Vmn1r2	Vmn1r20	Vmn1r200	Vmn1r201	Vmn1r202	Vmn1r203	Vmn1r204	Vmn1r205	Vmn1r206	Vmn1r207-ps	Vmn1r208	Vmn1r209	Vmn1r21	Vmn1r210	Vmn1r211	Vmn1r212	Vmn1r213	Vmn1r214	Vmn1r215	Vmn1r216	Vmn1r217	Vmn1r218	Vmn1r219	Vmn1r22	Vmn1r220	Vmn1r221	Vmn1r222	Vmn1r223	Vmn1r224	Vmn1r225	Vmn1r226	Vmn1r227	Vmn1r228	Vmn1r229	Vmn1r23	Vmn1r230	Vmn1r231	Vmn1r232	Vmn1r233	Vmn1r234	Vmn1r235	Vmn1r236	Vmn1r237	Vmn1r238	Vmn1r24	Vmn1r25	Vmn1r26	Vmn1r27	Vmn1r28	Vmn1r29	Vmn1r3	Vmn1r30	Vmn1r31	Vmn1r32	Vmn1r33	Vmn1r34	Vmn1r35	Vmn1r36	Vmn1r37	Vmn1r38	Vmn1r39	Vmn1r4	Vmn1r40	Vmn1r41	Vmn1r42	Vmn1r43	Vmn1r44	Vmn1r45	Vmn1r46	Vmn1r47	Vmn1r48	Vmn1r49	Vmn1r5	Vmn1r50	Vmn1r51	Vmn1r52	Vmn1r53	Vmn1r54	Vmn1r55	Vmn1r56	Vmn1r57	Vmn1r58	Vmn1r59	Vmn1r6	Vmn1r60	Vmn1r61	Vmn1r62	Vmn1r63	Vmn1r64	Vmn1r65	Vmn1r66	Vmn1r67	Vmn1r68	Vmn1r69	Vmn1r7	Vmn1r70	Vmn1r71	Vmn1r72	Vmn1r73	Vmn1r74	Vmn1r75	Vmn1r76	Vmn1r77	Vmn1r78	Vmn1r79	Vmn1r8	Vmn1r80	Vmn1r81	Vmn1r82	Vmn1r83	Vmn1r84	Vmn1r85	Vmn1r86	Vmn1r87	Vmn1r88	Vmn1r89	Vmn1r9	Vmn1r90	Vmn1r91	Vmn1r93	Vmn1r94	Vmn1r95	Vmn2r-ps11	Vmn2r-ps129	Vmn2r-ps159	Vmn2r-ps54	Vmn2r-ps60	Vmn2r1	Vmn2r10	Vmn2r100	Vmn2r101	Vmn2r102	Vmn2r103	Vmn2r104	Vmn2r105	Vmn2r106	Vmn2r107	Vmn2r108	Vmn2r109	Vmn2r11	Vmn2r110	Vmn2r111	Vmn2r112	Vmn2r113	Vmn2r114	Vmn2r115	Vmn2r116	Vmn2r117	Vmn2r118	Vmn2r12	Vmn2r120	Vmn2r121	Vmn2r122	Vmn2r123	Vmn2r13	Vmn2r14	Vmn2r15	Vmn2r16	Vmn2r17	Vmn2r18	Vmn2r19	Vmn2r2	Vmn2r20	Vmn2r21	Vmn2r22	Vmn2r23	Vmn2r24	Vmn2r25	Vmn2r26	Vmn2r27	Vmn2r28	Vmn2r29	Vmn2r3	Vmn2r30	Vmn2r31	Vmn2r32	Vmn2r33	Vmn2r34	Vmn2r35	Vmn2r36	Vmn2r37	Vmn2r38	Vmn2r39	Vmn2r4	Vmn2r40	Vmn2r41	Vmn2r42	Vmn2r43	Vmn2r44	Vmn2r45	Vmn2r46	Vmn2r47	Vmn2r48	Vmn2r49	Vmn2r5	Vmn2r50	Vmn2r51	Vmn2r52	Vmn2r53	Vmn2r54	Vmn2r55	Vmn2r56	Vmn2r57	Vmn2r58	Vmn2r59	Vmn2r6	Vmn2r60	Vmn2r61	Vmn2r62	Vmn2r63	Vmn2r65	Vmn2r66	Vmn2r67	Vmn2r68-ps	Vmn2r69	Vmn2r7	Vmn2r70	Vmn2r71	Vmn2r72-ps	Vmn2r73	Vmn2r74	Vmn2r75	Vmn2r76	Vmn2r77	Vmn2r78	Vmn2r79	Vmn2r8	Vmn2r80	Vmn2r81	Vmn2r82	Vmn2r83	Vmn2r84	Vmn2r85	Vmn2r86	Vmn2r87	Vmn2r88	Vmn2r89	Vmn2r9	Vmn2r90	Vmn2r91	Vmn2r92	Vmn2r93	Vmn2r94	Vmn2r95	Vmn2r96	Vmn2r97	Vmn2r98	Vmn2r99	Vmo1	Vmp1	Vnn1	Vnn3	Vopp1	Vprbp	Vpreb1	Vpreb2	Vpreb3	Vps11	Vps13a	Vps13b	Vps13c	Vps13d	Vps16	Vps18	Vps25	Vps26a	Vps26b	Vps28	Vps29	Vps33a	Vps33b	Vps35	Vps36	Vps37a	Vps37b	Vps37c	Vps37d	Vps39	Vps41	Vps45	Vps4a	Vps4b	Vps52	Vps53	Vps54	Vps72	Vps8	Vrk1	Vrk2	Vrk3	Vrtn	Vsig1	Vsig10	Vsig2	Vsig4	Vsig8	Vsnl1	Vstm2a	Vstm2b	Vstm2l	Vsx1	Vsx2	Vta1	Vtcn1	Vti1a	Vti1b	Vtn	Vwa1	Vwa2	Vwa3a	Vwa5a	Vwa5b1	Vwa5b2	Vwc2	Vwc2l	Vwce	Vwde	Vwf	Wac	Wap	Wapal	Wars	Wars2	Was	Wasf1	Wasf2	Wasf3	Wash	Wasl	Wbp1	Wbp11	Wbp2	Wbp2nl	Wbp4	Wbp5	Wbp7	Wbscr16	Wbscr17	Wbscr22	Wbscr25	Wbscr27	Wbscr28	Wdfy1	Wdfy2	Wdfy3	Wdfy4	Wdhd1	Wdpcp	Wdr1	Wdr11	Wdr12	Wdr13	Wdr16	Wdr17	Wdr18	Wdr19	Wdr20a	Wdr20b	Wdr24	Wdr25	Wdr26	Wdr27	Wdr3	Wdr31	Wdr33	Wdr34	Wdr35	Wdr36	Wdr37	Wdr38	Wdr4	Wdr41	Wdr43	Wdr44	Wdr45	Wdr45l	Wdr46	Wdr47	Wdr48	Wdr5	Wdr52	Wdr53	Wdr54	Wdr55	Wdr59	Wdr5b	Wdr6	Wdr60	Wdr61	Wdr62	Wdr63	Wdr64	Wdr65	Wdr67	Wdr69	Wdr7	Wdr70	Wdr72	Wdr73	Wdr74	Wdr75	Wdr76	Wdr77	Wdr78	Wdr8	Wdr81	Wdr82	Wdr83	Wdr85	Wdr86	Wdr89	Wdr90	Wdr91	Wdr92	Wdr93	Wdr95	Wdr96	Wdsub1	Wdtc1	Wdyhv1	Wee1	Wee2	Wfdc1	Wfdc10	Wfdc11	Wfdc12	Wfdc13	Wfdc15a	Wfdc15b	Wfdc16	Wfdc2	Wfdc3	Wfdc5	Wfdc6a	Wfdc6b	Wfdc8	Wfdc9	Wfikkn1	Wfikkn2	Wfs1	Whamm	Whrn	Whsc1	Whsc1l1	Whsc2	Wibg	Wif1	Wipf1	Wipf2	Wipf3	Wipi1	Wipi2	Wisp1	Wisp2	Wisp3	Wiz	Wls	Wnk1	Wnk2	Wnk4	Wnt1	Wnt10a	Wnt10b	Wnt11	Wnt16	Wnt2	Wnt2b	Wnt3	Wnt3a	Wnt4	Wnt5a	Wnt5b	Wnt6	Wnt7a	Wnt7b	Wnt8a	Wnt8b	Wnt9a	Wnt9b	Wrap53	Wrb	Wrn	Wrnip1	Wsb1	Wsb2	Wscd1	Wscd2	Wt1	Wtap	Wtip	Wwc1	Wwc2	Wwox	Wwp1	Wwp2	Wwtr1	X99384	Xab2	Xaf1	Xbp1	Xcl1	Xcr1	Xdh	Xiap	Xirp1	Xirp2	Xist	Xk	Xkr4	Xkr5	Xkr6	Xkr7	Xkr8	Xkr9	Xkrx	Xlr	Xlr3a	Xlr3b	Xlr3c	Xlr4a	Xlr4b	Xlr4c	Xlr5a	Xlr5b	Xlr5c	Xpa	Xpc	Xpnpep1	Xpnpep2	Xpnpep3	Xpo1	Xpo4	Xpo5	Xpo6	Xpo7	Xpot	Xpr1	Xrcc1	Xrcc2	Xrcc3	Xrcc4	Xrcc5	Xrcc6	Xrcc6bp1	Xrn1	Xrn2	Xrra1	Xylb	Xylt1	Xylt2	Yaf2	Yap1	Yars	Yars2	Ybey	Ybx1	Ybx2	Ydjc	Yeats2	Yeats4	Yes1	Yif1a	Yif1b	Yipf1	Yipf2	Yipf3	Yipf4	Yipf5	Yipf6	Yipf7	Ykt6	Ylpm1	Yme1l1	Yod1	Ypel1	Ypel2	Ypel3	Ypel4	Ypel5	Yrdc	Ysk4	Ythdc1	Ythdc2	Ythdf1	Ythdf2	Ythdf3	Ywhab	Ywhae	Ywhag	Ywhah	Ywhaq	Ywhaz	Yy1	Yy2	Zadh2	Zan	Zap70	Zar1	Zar1l	Zbbx	Zbed3	Zbed4	Zbed6	Zbp1	Zbtb1	Zbtb10	Zbtb11	Zbtb12	Zbtb16	Zbtb17	Zbtb2	Zbtb20	Zbtb22	Zbtb24	Zbtb25	Zbtb26	Zbtb3	Zbtb32	Zbtb33	Zbtb34	Zbtb37	Zbtb38	Zbtb39	Zbtb4	Zbtb40	Zbtb41	Zbtb42	Zbtb43	Zbtb44	Zbtb45	Zbtb46	Zbtb48	Zbtb49	Zbtb5	Zbtb6	Zbtb7a	Zbtb7b	Zbtb7c	Zbtb8a	Zbtb8b	Zbtb8os	Zb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Unnamed: 0

Añadir conteos por cuartiles top por cuarrtiles

# quartiles = df_counts.sum().quantile([0.25, 0.5, 0.75])
# low = df_counts.loc[:, df_counts.sum() <= quartiles.loc[0.25]]
# mid_low = df_counts.loc[:, (df_counts.sum() > quartiles.loc[0.25]) & (df_counts.sum() <= quartiles.loc[0.5])]
# mid_high = df_counts.loc[:, (df_counts.sum() > quartiles.loc[0.5]) & (df_counts.sum() <= quartiles.loc[0.75])]
# high = df_counts.loc[:, df_counts.sum() > quartiles.loc[0.75]]

proporcion expresion genica

genes_sin_expresion = (df_counts.iloc[:, 1:].sum()== 0).sum()
genes_con_expresion = (df_counts.iloc[:, 1:].sum() > 0).sum()

labels = ['Genes sin expresión', 'Genes con expresión']
sizes = [genes_sin_expresion, genes_con_expresion]
colors = ['#ff9999','#66b3ff']
explode = (0.1, 0) 

fig, axes = plt.subplots(1, 2, figsize=(12, 6))
axes[0].pie(sizes, labels=labels, colors=colors, explode=explode, autopct='%1.1f%%', startangle=140, wedgeprops={"edgecolor": "black"})
axes[0].set_title("Proporción expresión génica en células")

sns.barplot(x=labels, y=sizes, palette='coolwarm', ax=axes[1])
axes[1].set_ylabel("Número de genes")
axes[1].set_xlabel("Categoría")
axes[1].set_title("Conteo de genes con/sin expresión")

plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\3186239152.py:10: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=labels, y=sizes, palette='coolwarm', ax=axes[1])

_images/2fb4f36fcf804a6acfb1912377f20ee1f64aeb57e8016f88d501a2dd2b8c6d24.png

from prettytable import PrettyTable

# Seleccionar una muestra de filas y columnas para mostrar
sample_df = df_counts.iloc[:5, :500]  # 5 filas y 5 columnas

table = PrettyTable()
table.field_names = ["Célula"] + list(sample_df.columns)

for index, row in sample_df.iterrows():
    table.add_row([index] + list(row))

print(table)

+--------+-------------------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+-----------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+----------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+
| Célula |        Unnamed: 0       | 0610005C13Rik | 0610007C21Rik | 0610007L01Rik | 0610007N19Rik | 0610007P08Rik | 0610007P14Rik | 0610007P22Rik | 0610008F07Rik | 0610009B14Rik | 0610009B22Rik | 0610009D07Rik | 0610009L18Rik | 0610009O20Rik | 0610010B08Rik | 0610010F05Rik | 0610010K14Rik | 0610010O12Rik | 0610011F06Rik | 0610011L14Rik | 0610012G03Rik | 0610012H03Rik | 0610030E20Rik | 0610031J06Rik | 0610031O16Rik | 0610037L13Rik | 0610037P05Rik | 0610038B21Rik | 0610038L08Rik | 0610039K10Rik | 0610040B10Rik | 0610040F04Rik | 0610040J01Rik | 0610043K17Rik | 0910001L09Rik | 100043387 | 1100001G20Rik | 1110001A16Rik | 1110001J03Rik | 1110002B05Rik | 1110002L01Rik | 1110002N22Rik | 1110003E01Rik | 1110004E09Rik | 1110004F10Rik | 1110005A03Rik | 1110006O24Rik | 1110007C09Rik | 1110008F13Rik | 1110008J03Rik | 1110008L16Rik | 1110008P14Rik | 1110012J17Rik | 1110012L19Rik | 1110014N23Rik | 1110015O18Rik | 1110017D15Rik | 1110017F19Rik | 1110018G07Rik | 1110018J18Rik | 1110019D14Rik | 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1700006F04Rik | 1700006H21Rik | 1700007B14Rik | 1700007F19Rik | 1700007G11Rik | 1700007I08Rik | 1700007J10Rik | 1700007K09Rik | 1700007K13Rik | 1700007L15Rik | 1700007P06Rik | 1700008A04Rik | 1700008F21Rik | 1700008I05Rik | 1700008J07Rik | 1700008K24Rik | 1700008O03Rik | 1700008P02Rik | 1700008P20Rik | 1700009C05Rik | 1700009J07Rik | 1700009N14Rik | 1700009P17Rik | 1700010B08Rik | 1700010D01Rik | 1700010I02Rik | 1700010I14Rik | 1700010J16Rik | 1700010K23Rik | 1700010M22Rik | 1700011A15Rik | 1700011B04Rik | 1700011E24Rik | 1700011F03Rik | 1700011F14Rik | 1700011H14Rik | 1700011I03Rik | 1700011J10Rik | 1700011L22Rik | 1700011M02Rik | 1700012A03Rik | 1700012A16Rik | 1700012B07Rik | 1700012B09Rik | 1700012B15Rik | 1700012D01Rik | 1700012D14Rik | 1700012I11Rik | 1700012L04Rik | 1700012P22Rik | 1700013D24Rik | 1700013F07Rik | 1700013G23Rik | 1700013G24Rik | 1700013H16Rik | 1700013N18Rik | 1700014N06Rik | 1700015E13Rik | 1700015F17Rik | 1700015G11Rik | 1700016C15Rik | 1700016D06Rik | 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1700101I11Rik | 1700101O22Rik | 1700102H20Rik | 1700102P08Rik | 1700104A03Rik |
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      |       0       |       0       |       0       |       43      |       0       |       0       |       0       |      152      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       71      |       0       |       0       |       5       |       0       |       0       |       0       |       93      |       0       |       0       |       0       |      119      |      195      |       19      |       0       |       0       |       0       |       0       |      200      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       33      |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |      145      |       0       |      269      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |  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 |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       51      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      826      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       2       |       0       |       0       |       0       |       0       |       0       |
|   1    |  A1.B003728.3_56_F.1.1  |       0       |       0       |       0       |       0       |       0       |      324      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      722      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      128      |     1     |       0       |       0       |       0       |       0       |       0       |       0       |      513      |       0       |      934      |       0       |       0       |       0       |      386      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      756      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      807      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       82      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      275      |      630      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0        |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |
|   2    | A1.MAA000560.3_10_M.1.1 |       0       |      348      |       0       |       0       |       0       |       5       |       0       |       0       |       0       |       0       |      316      |       0       |       0       |       0       |       0       |       1       |      371      |      333      |       0       |       0       |       0       |       0       |      439      |       0       |       0       |       49      |       0       |       0       |       0       |       0       |       0       |       0       |       44      |       67      |     0     |       0       |       0       |       46      |      587      |       0       |       0       |      590      |       0       |       0       |       0       |       0       |       85      |       93      |       0       |       0       |       0       |       2       |       0       |      107      |       0       |       0       |       0       |       76      |       0       |       75      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      295      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       71      |       0       |       0       |       2       |       0       |       0       |       0       |       0       |      303      |       26      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       33      |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      469      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       76      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      187      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       3       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       2       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |      337      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0        |       0       |      117      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |      185      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       18      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |
|   3    | A1.MAA000564.3_10_M.1.1 |       0       |       41      |       36      |       0       |       0       |       24      |       0       |       0       |       0       |       14      |       0       |       0       |       3       |       0       |       0       |       6       |       11      |       0       |       0       |       0       |       0       |       0       |       3       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       3       |     0     |       0       |       8       |       1       |       62      |       0       |       0       |       55      |       0       |       20      |       0       |       0       |       40      |       9       |       0       |       5       |       0       |       0       |       0       |       13      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       41      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       61      |       0       |       0       |       0       |       0       |       0       |       33      |       0       |       1       |       0       |       0       |       9       |       0       |       4       |       0       |      103      |       0       |       0       |       0       |       73      |       0       |      321      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       6       |       0       |       0       |       0       |       0       |       0       |       45      |       0       |       0       |       0       |       15      |       0       |       0       |       0       |       14      |       0       |       0       |       0       |       0       |       0       |       0       |       12      |       11      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       38      |       45      |       0       |       0       |       0       |       0       |       11      |       5       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       20      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       24      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       6       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       68      |       0       |       27      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       26      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       19      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       10      |       0       |       0       |       38      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0        |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       21      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |
|   4    |  A1.MAA000923.3_9_M.1.1 |       0       |       53      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       3       |       0       |       0       |       19      |      118      |       39      |       0       |      175      |       0       |       0       |       20      |       0       |       0       |      124      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |     0     |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       12      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       3       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       72      |       0       |       0       |       6       |       0       |       0       |       0       |       0       |       24      |       0       |       0       |       4       |       0       |       99      |      112      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |      132      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       4       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       18      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       45      |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       1       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       2       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0        |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0       |       0      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+--------+-------------------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+-----------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------+--------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conteo de genes por celula

cell_gene_counts = (df_counts.iloc[:, 1:]>0).sum(axis=1)
top10_cells = cell_gene_counts.sort_values(ascending=False).head(10)

top10_cells_df = top10_cells.reset_index()
top10_cells_df.columns = ["Célula", "Genes expresados"]
display(HTML(top10_cells_df.to_html(index=False)))

Célula	Genes expresados
H19.MAA000561.3_10_M.1.1	9939
H14.MAA000561.3_10_M.1.1	9213
I20.MAA000561.3_10_M.1.1	9201
I19.MAA000561.3_10_M.1.1	9032
P15.MAA000561.3_10_M.1.1	8824
D17.MAA000561.3_10_M.1.1	8746
D22.MAA000561.3_10_M.1.1	8714
H16.MAA000561.3_10_M.1.1	8686
D16.MAA000561.3_10_M.1.1	8434
K16.MAA000930.3_8_M.1.1	8360

plt.figure(figsize=(10, 6))
sns.barplot(x=top10_cells.index, y=top10_cells, palette="coolwarm")
plt.xticks(rotation = 90)
plt.xlabel("Células")
plt.ylabel("Número de genes expresados")
plt.title("Top 10 células con mayor número de genes expresados")
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\3774177792.py:2: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=top10_cells.index, y=top10_cells, palette="coolwarm")

_images/000841f6c17f375fe2c70cb47140599f8c0cef653ad888e227ea7074e2859aec.png

hacer por cuartil

distribucion de expresion genica top 10 celulas

Metadata#

print("Dimensión del DataFrame:", df_metadata.shape)

Dimensión del DataFrame: (3401, 6)

print("📊 Información del DataFrame:")
df_metadata.info()

📊 Información del DataFrame:
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 3401 entries, 0 to 3400
Data columns (total 6 columns):
 #   Column               Non-Null Count  Dtype 
---  ------               --------------  ----- 
 0   cell                 3401 non-null   object
 1   cell_ontology_class  3401 non-null   object
 2   subtissue            3401 non-null   object
 3   mouse.sex            3401 non-null   object
 4   mouse.id             3401 non-null   object
 5   plate.barcode        3401 non-null   object
dtypes: object(6)
memory usage: 159.5+ KB

print("\n📈 Descripción de las variables numéricas:")
display(HTML(df_metadata.describe().to_html()))

📈 Descripción de las variables numéricas:

	cell	cell_ontology_class	subtissue	mouse.sex	mouse.id	plate.barcode
count	3401	3401	3401	3401	3401	3401
unique	3401	7	4	2	7	41
top	A1.B003290.3_38_F.1.1	oligodendrocyte	Cortex	M	3_10_M	MAA000560
freq	1	1574	1149	2694	980	287

print("\n🔹 Primeras 10 filas del DataFrame:")
display(HTML(df_metadata.head(10).to_html(index=False)))

🔹 Primeras 10 filas del DataFrame:

cell	cell_ontology_class	subtissue	mouse.sex	mouse.id	plate.barcode
A1.B003290.3_38_F.1.1	astrocyte	Striatum	F	3_38_F	B003290
A1.B003728.3_56_F.1.1	astrocyte	Striatum	F	3_56_F	B003728
A1.MAA000560.3_10_M.1.1	oligodendrocyte	Cortex	M	3_10_M	MAA000560
A1.MAA000564.3_10_M.1.1	endothelial cell	Striatum	M	3_10_M	MAA000564
A1.MAA000923.3_9_M.1.1	astrocyte	Hippocampus	M	3_9_M	MAA000923
A1.MAA000930.3_8_M.1.1	oligodendrocyte	Cortex	M	3_8_M	MAA000930
A1.MAA000932.3_11_M.1.1	endothelial cell	Hippocampus	M	3_11_M	MAA000932
A1.MAA000940.3_8_M.1.1	neuron	Striatum	M	3_8_M	MAA000940
A1.MAA001854.3_38_F.1.1	oligodendrocyte	Cerebellum	F	3_38_F	MAA001854
A1.MAA001894.3_39_F.1.1	endothelial cell	Cortex	F	3_39_F	MAA001894

conteo de tipo de células

cell_type_counts = df_metadata["cell_ontology_class"].value_counts()
cell_type_percent = (cell_type_counts / cell_type_counts.sum()) * 100

fig, axes = plt.subplots(1, 2, figsize=(16, 6))

sns.barplot(x=cell_type_counts.index, y=cell_type_counts.values, palette="coolwarm", ax=axes[0])
axes[0].set_title("Conteo de Tipos Celulares (Cantidad)")
axes[0].set_xlabel("Tipo de célula")
axes[0].set_ylabel("Cantidad")
axes[0].tick_params(axis='x', rotation=90)

sns.barplot(x=cell_type_percent.index, y=cell_type_percent.values, palette="coolwarm", ax=axes[1])
axes[1].set_title("Conteo de Tipos Celulares (Proporción)")
axes[1].set_xlabel("Tipo de célula")
axes[1].set_ylabel("Porcentaje (%)")
axes[1].tick_params(axis='x', rotation=90)

plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\4005747970.py:6: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=cell_type_counts.index, y=cell_type_counts.values, palette="coolwarm", ax=axes[0])
C:\Users\henry\AppData\Local\Temp\ipykernel_22152\4005747970.py:12: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=cell_type_percent.index, y=cell_type_percent.values, palette="coolwarm", ax=axes[1])

_images/7315a74db719040d19eb1a9820ba360296b6b55505b97b72b81098f1fd8b6ab5.png

conteo y proporcion por tejido

subtissue_type_counts = df_metadata['subtissue'].value_counts()
subtissue_type_percent = (subtissue_type_counts / subtissue_type_counts.sum()) * 100

fig, axes = plt.subplots(1, 2, figsize=(16, 6))


# 📊 Gráfico de barras - Conteo de subtissue
sns.barplot(x=subtissue_type_counts.index, y=subtissue_type_counts.values, palette="coolwarm", ax=axes[0])
axes[0].set_title("Distribución de Subtissue (Cantidad)")
axes[0].set_xlabel("Subtissue")
axes[0].set_ylabel("Cantidad")
axes[0].tick_params(axis='x', rotation=45)

# 🥧 Gráfico de pastel - Proporción de subtissue
colors = sns.color_palette("coolwarm", len(subtissue_type_counts))  # Colores
axes[1].pie(subtissue_type_percent, labels=subtissue_type_counts.index, autopct='%1.1f%%', colors=colors, startangle=140)
axes[1].set_title("Proporción de Subtissue")

# 📈 Ajustar diseño y mostrar
plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\423397699.py:8: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=subtissue_type_counts.index, y=subtissue_type_counts.values, palette="coolwarm", ax=axes[0])

_images/8be89eddab727bb69165f602aa8fa9e4568d2b3e72323715dc8a28b017137551.png

# Información de las columnas
print("\n📝 Información de la Metadata:")
print(df_metadata.info())

📝 Información de la Metadata:
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 3401 entries, 0 to 3400
Data columns (total 6 columns):
 #   Column               Non-Null Count  Dtype 
---  ------               --------------  ----- 
 0   cell                 3401 non-null   object
 1   cell_ontology_class  3401 non-null   object
 2   subtissue            3401 non-null   object
 3   mouse.sex            3401 non-null   object
 4   mouse.id             3401 non-null   object
 5   plate.barcode        3401 non-null   object
dtypes: object(6)
memory usage: 159.5+ KB
None

datos faltantes

# Revisar valores nulos
print("\n🔍 Valores nulos en Metadata:")
print(df_metadata.isnull().sum())

🔍 Valores nulos en Metadata:
cell                   0
cell_ontology_class    0
subtissue              0
mouse.sex              0
mouse.id               0
plate.barcode          0
dtype: int64

# Ver primeras filas
print("\n🧬 Matriz de Expresión Génica (primeras filas):")
display(HTML(df_metadata.head(10).to_html()))

🧬 Matriz de Expresión Génica (primeras filas):

	cell	cell_ontology_class	subtissue	mouse.sex	mouse.id	plate.barcode
0	A1.B003290.3_38_F.1.1	astrocyte	Striatum	F	3_38_F	B003290
1	A1.B003728.3_56_F.1.1	astrocyte	Striatum	F	3_56_F	B003728
2	A1.MAA000560.3_10_M.1.1	oligodendrocyte	Cortex	M	3_10_M	MAA000560
3	A1.MAA000564.3_10_M.1.1	endothelial cell	Striatum	M	3_10_M	MAA000564
4	A1.MAA000923.3_9_M.1.1	astrocyte	Hippocampus	M	3_9_M	MAA000923
5	A1.MAA000930.3_8_M.1.1	oligodendrocyte	Cortex	M	3_8_M	MAA000930
6	A1.MAA000932.3_11_M.1.1	endothelial cell	Hippocampus	M	3_11_M	MAA000932
7	A1.MAA000940.3_8_M.1.1	neuron	Striatum	M	3_8_M	MAA000940
8	A1.MAA001854.3_38_F.1.1	oligodendrocyte	Cerebellum	F	3_38_F	MAA001854
9	A1.MAA001894.3_39_F.1.1	endothelial cell	Cortex	F	3_39_F	MAA001894

# Resumen estadístico
print("\n📈 Resumen Estadístico:")
display(HTML(df_metadata.describe().to_html()))
# print(df_counts.describe())

📈 Resumen Estadístico:

	cell	cell_ontology_class	subtissue	mouse.sex	mouse.id	plate.barcode
count	3401	3401	3401	3401	3401	3401
unique	3401	7	4	2	7	41
top	A1.B003290.3_38_F.1.1	oligodendrocyte	Cortex	M	3_10_M	MAA000560
freq	1	1574	1149	2694	980	287

# Revisar valores nulos
print("\n🔍 Valores nulos en la Matriz de Expresión:")
print(df_counts.isnull().sum().sum())

🔍 Valores nulos en la Matriz de Expresión:
0

Análiis por sexo

df_metadata_m = df_metadata[C == 'M']
df_metadata_f = df_metadata[df_metadata['mouse.sex'] == 'F']

print('\n Filtramos por sexo de ratón y tenemos que: ')
print(f"🐭 Machos: {df_metadata_m.shape[0]}")
print(f"🐭 Hembras: {df_metadata_f.shape[0]}")

 Filtramos por sexo de ratón y tenemos que: 
🐭 Machos: 2694
🐭 Hembras: 707

sex_counts = df_metadata['mouse.sex'].value_counts()

# Crear la figura con dos subgráficos
fig, axes = plt.subplots(1, 2, figsize=(14, 6))

# Gráfico de barras
sns.barplot(x=sex_counts.index, y=sex_counts.values, palette="pastel", ax=axes[0])
axes[0].set_title("Conteo de Ratones por Sexo")
axes[0].set_xlabel("Sexo")
axes[0].set_ylabel("Cantidad")

# Gráfico de pastel
axes[1].pie(sex_counts.values, labels=sex_counts.index, autopct='%1.1f%%', 
            colors=sns.color_palette("pastel", len(sex_counts)), startangle=90)
axes[1].set_title("Proporción de Sexo en Ratones")

# Ajustar diseño y mostrar
plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\3189286318.py:7: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=sex_counts.index, y=sex_counts.values, palette="pastel", ax=axes[0])

_images/cde4a54e25910c79b6b9561b2336aa4c47e3005bc547fa64f038428ed21b0e88.png

tissue_counts_m = df_metadata[df_metadata['mouse.sex'] == 'M']['subtissue'].value_counts()
tissue_counts_f = df_metadata[df_metadata['mouse.sex'] == 'F']['subtissue'].value_counts()

# Crear la figura con cuatro subgráficos (2x2)
fig, axes = plt.subplots(2, 2, figsize=(14, 10))

# Gráfico de barras para machos
sns.barplot(x=tissue_counts_m.index, y=tissue_counts_m.values, palette="coolwarm", ax=axes[0, 0])
axes[0, 0].set_title("Conteo de Tipos de Tejido en Machos")
axes[0, 0].set_xlabel("Tipo de Tejido")
axes[0, 0].set_ylabel("Cantidad")
axes[0, 0].tick_params(axis='x', rotation=90)

# Gráfico de barras para hembras
sns.barplot(x=tissue_counts_f.index, y=tissue_counts_f.values, palette="coolwarm", ax=axes[0, 1])
axes[0, 1].set_title("Conteo de Tipos de Tejido en Hembras")
axes[0, 1].set_xlabel("Tipo de Tejido")
axes[0, 1].tick_params(axis='x', rotation=90)

# Gráfico de pastel para machos
axes[1, 0].pie(tissue_counts_m.values, labels=tissue_counts_m.index, autopct='%1.1f%%', 
               colors=sns.color_palette("coolwarm", len(tissue_counts_m)))
axes[1, 0].set_title("Proporción de Tipos de Tejido en Machos")

# Gráfico de pastel para hembras
axes[1, 1].pie(tissue_counts_f.values, labels=tissue_counts_f.index, autopct='%1.1f%%', 
               colors=sns.color_palette("coolwarm", len(tissue_counts_f)))
axes[1, 1].set_title("Proporción de Tipos de Tejido en Hembras")

plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\293180145.py:5: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=tissue_counts_m.index, y=tissue_counts_m.values, palette="coolwarm", ax=axes[0, 0])
C:\Users\henry\AppData\Local\Temp\ipykernel_22152\293180145.py:12: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=tissue_counts_f.index, y=tissue_counts_f.values, palette="coolwarm", ax=axes[0, 1])

_images/76e9f3b6dd008fa57fa8ffa961707dea19ac155b3b3ed2f64d00f97c9418dda4.png

celular por sexo

cell_counts = df_metadata['cell_ontology_class'].value_counts()

# Crear la figura con dos subgráficos (1x2)
fig, axes = plt.subplots(1, 2, figsize=(14, 6))

# Gráfico de barras
sns.barplot(x=cell_counts.index, y=cell_counts.values, palette="coolwarm", ax=axes[0])
axes[0].set_title("Conteo de Tipos de Células")
axes[0].set_xlabel("Tipo de Célula")
axes[0].set_ylabel("Cantidad")
axes[0].tick_params(axis='x', rotation=90)

# Gráfico de pastel
axes[1].pie(cell_counts.values, labels=cell_counts.index, autopct='%1.1f%%', 
            colors=sns.color_palette("coolwarm", len(cell_counts)))
axes[1].set_title("Proporción de Tipos de Células")

plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\527172210.py:7: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=cell_counts.index, y=cell_counts.values, palette="coolwarm", ax=axes[0])

_images/7ea1ce5086362068ae40efa6f480b701e266a9fd12499c553d64e91844c23119.png

# Contar la cantidad de cada tipo de célula
cell_counts = df_metadata['cell_ontology_class'].value_counts()

# Calcular las proporciones
cell_proportions = cell_counts / cell_counts.sum()

# Crear la figura con dos subgráficos (1x2)
fig, axes = plt.subplots(1, 2, figsize=(14, 6))

# Gráfico de barras para conteo
sns.barplot(x=cell_counts.index, y=cell_counts.values, palette="coolwarm", ax=axes[0])
axes[0].set_title("Conteo de Tipos de Células")
axes[0].set_xlabel("Tipo de Célula")
axes[0].set_ylabel("Cantidad")
axes[0].tick_params(axis='x', rotation=90)

# Gráfico de barras para proporciones
sns.barplot(x=cell_proportions.index, y=cell_proportions.values, palette="coolwarm", ax=axes[1])
axes[1].set_title("Proporción de Tipos de Células")
axes[1].set_xlabel("Tipo de Célula")
axes[1].set_ylabel("Proporción")
axes[1].tick_params(axis='x', rotation=90)

plt.tight_layout()
plt.show()

C:\Users\henry\AppData\Local\Temp\ipykernel_22152\571404742.py:11: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=cell_counts.index, y=cell_counts.values, palette="coolwarm", ax=axes[0])
C:\Users\henry\AppData\Local\Temp\ipykernel_22152\571404742.py:18: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=cell_proportions.index, y=cell_proportions.values, palette="coolwarm", ax=axes[1])

_images/174bec695d0893c65b0f38075acf543c8b2cff05c31121585a5004fb7dcc0208.png

grafuca por tipo de celula por tejido

# Contar la cantidad de cada tipo de tejido por tipo de célula
tissue_by_cell = df_metadata.groupby(['cell_ontology_class', 'subtissue']).size().reset_index(name='count')

# Ordenar por cantidad de mayor a menor
tissue_by_cell = tissue_by_cell.sort_values(by='count', ascending=False)

# Crear el gráfico de barras agrupadas
plt.figure(figsize=(14, 6))
sns.barplot(
    data=tissue_by_cell, 
    x='cell_ontology_class', 
    y='count', 
    hue='subtissue', 
    palette='coolwarm', 
    order=tissue_by_cell.groupby('cell_ontology_class')['count'].sum().sort_values(ascending=False).index
)

# Personalizar etiquetas
plt.title("Distribución de Tejidos por Tipo de Célula")
plt.xlabel("Tipo de Célula")
plt.ylabel("Cantidad")
plt.xticks(rotation=90)
plt.legend(title="Tipo de Tejido")

plt.show()

_images/46d865d723e2502e90c095af910891d6f25498ab7db02ceea0b5f8c8d6f8bfc3.png

diferencias significativas entre el conteo de células por cada sexo

# Seleccionar una muestra aleatoria de 20 genes y 20 células
sample_genes = df_counts.sample(n=20, axis=1)  # Elegimos 20 genes aleatoriamente
sample_cells = sample_genes.sample(n=20, axis=0)  # Tomamos 20 células aleatorias

# Mapa de calor
plt.figure(figsize=(12, 8))
sns.heatmap(sample_cells, cmap="coolwarm", linewidths=0.5)
plt.title("Mapa de Calor de Expresión Génica (Muestra de 20 genes y 20 células)")
plt.xlabel("Genes")
plt.ylabel("Células")
plt.show()

_images/4aa214ac8c58e3efd48b14ab32552ab304e0c470f45c286a11a86c38f971ad6b.png

print(df_counts.columns[:5])  # Muestra los primeros nombres de columnas en df_counts
print(df_metadata["cell"].head())  # Muestra las primeras células en df_metadata

Index(['Unnamed: 0', '0610005C13Rik', '0610007C21Rik', '0610007L01Rik',
       '0610007N19Rik'],
      dtype='object')
0      A1.B003290.3_38_F.1.1
1      A1.B003728.3_56_F.1.1
2    A1.MAA000560.3_10_M.1.1
3    A1.MAA000564.3_10_M.1.1
4     A1.MAA000923.3_9_M.1.1
Name: cell, dtype: object

print(df_counts.shape)
print(df_counts.index[:5])  # Muestra los primeros nombres de filas

(3401, 23434)
RangeIndex(start=0, stop=5, step=1)

if df_counts.index.equals(df_metadata["cell"]):
    df_counts = df_counts.T  # Transponer si las células están en las filas

astro_cells = df_metadata[df_metadata["cell_ontology_class"] == "astrocyte"]["cell"]
oligo_cells = df_metadata[df_metadata["cell_ontology_class"] == "oligodendrocyte"]["cell"]

astro_cells = astro_cells[astro_cells.isin(df_counts.columns)]  # Filtrar solo las existentes
oligo_cells = oligo_cells[oligo_cells.isin(df_counts.columns)]

df_astro = df_counts[astro_cells]
df_oligo = df_counts[oligo_cells]

# Asegurar que la primera columna sea el índice de las células
df_counts.set_index("Unnamed: 0", inplace=True)

# Verificar nuevamente si el índice coincide con los identificadores de células
print(df_counts.index[:5])
print(df_metadata["cell"].head())

Index(['A1.B003290.3_38_F.1.1', 'A1.B003728.3_56_F.1.1',
       'A1.MAA000560.3_10_M.1.1', 'A1.MAA000564.3_10_M.1.1',
       'A1.MAA000923.3_9_M.1.1'],
      dtype='object', name='Unnamed: 0')
0      A1.B003290.3_38_F.1.1
1      A1.B003728.3_56_F.1.1
2    A1.MAA000560.3_10_M.1.1
3    A1.MAA000564.3_10_M.1.1
4     A1.MAA000923.3_9_M.1.1
Name: cell, dtype: object

astro_cells = df_metadata[df_metadata["cell_ontology_class"] == "astrocyte"]["cell"]
oligo_cells = df_metadata[df_metadata["cell_ontology_class"] == "oligodendrocyte"]["cell"]

# Filtrar solo células que existen en df_counts.index
astro_cells = astro_cells[astro_cells.isin(df_counts.index)]
oligo_cells = oligo_cells[oligo_cells.isin(df_counts.index)]

df_astro = df_counts.loc[astro_cells]
df_oligo = df_counts.loc[oligo_cells]

H5AD#

print("\nGlioblastoma Raw H5AD:")
print(adata_glioblastoma_raw)

Glioblastoma Raw H5AD:
AnnData object with n_obs × n_vars = 1853 × 7683
    obs: 'disease_state', 'plate_id', 'tissue', 'patient_id', 'cell_type', 'neoplastic_state', 'diagnosis'

print(adata_glioblastoma_raw)  # Información general
print(adata_glioblastoma_raw.shape)  # Número de células y genes
print(adata.obs.head())  # Metadatos de células
print(adata.var_names[:10])  # Primeros 10 genes

adata_glioblastoma_raw.obs.head()

	disease_state	plate_id	tissue	patient_id	cell_type	neoplastic_state	diagnosis
index
GSM2243439	diagnosis: glioblastoma	plate id: 1001000173	tissue: Tumor	patient id: BT_S2	cell type: Neoplastic	neoplastic: Neoplastic	Neoplastic
GSM2243444	diagnosis: glioblastoma	plate id: 1001000173	tissue: Tumor	patient id: BT_S2	cell type: Neoplastic	neoplastic: Neoplastic	Neoplastic
GSM2243445	diagnosis: glioblastoma	plate id: 1001000173	tissue: Tumor	patient id: BT_S2	cell type: Neoplastic	neoplastic: Neoplastic	Neoplastic
GSM2243447	diagnosis: glioblastoma	plate id: 1001000173	tissue: Tumor	patient id: BT_S2	cell type: Neoplastic	neoplastic: Neoplastic	Neoplastic
GSM2243452	diagnosis: glioblastoma	plate id: 1001000173	tissue: Tumor	patient id: BT_S2	cell type: Neoplastic	neoplastic: Neoplastic	Neoplastic

adata_glioblastoma_raw.var.head()


index
ENSG00000000005
ENSG00000001561
ENSG00000001629
ENSG00000002587
ENSG00000002933

adata_glioblastoma_raw.X[:5, :5]  # Muestra una pequeña parte de la matriz

array([[ 0.      ,  0.      ,  0.      ,  3.10702 ,  0.      ],
       [ 0.      ,  0.      ,  0.      ,  4.522569,  0.      ],
       [ 0.      ,  0.      , 55.      ,  1.      ,  0.      ],
       [ 0.      ,  0.      ,  0.      ,  0.      ,  0.      ],
       [ 0.      , 67.      ,  6.      ,  0.      ,  0.      ]],
      dtype=float32)

print(adata_glioblastoma_raw.var_names[:10])  # Muestra los primeros 10 genes

Index(['ENSG00000000005', 'ENSG00000001561', 'ENSG00000001629',
       'ENSG00000002587', 'ENSG00000002933', 'ENSG00000003056',
       'ENSG00000003137', 'ENSG00000004478', 'ENSG00000004779',
       'ENSG00000004799'],
      dtype='object', name='index')

print(adata_glioblastoma_raw.obs.describe())  # Estadísticas de los metadatos de células
print(adata_glioblastoma_raw.var.describe())

                  disease_state              plate_id         tissue  \
count                      1853                  1853           1853   
unique                        1                    64              2   
top     diagnosis: glioblastoma  plate id: 1001000179  tissue: Tumor   
freq                       1853                    80           1170   

               patient_id               cell_type     neoplastic_state  \
count                1853                    1853                 1853   
unique                  4                       7                    2   
top     patient id: BT_S4  cell type: Immune cell  neoplastic: Regular   
freq                  834                     911                 1301   

          diagnosis  
count          1853  
unique            7  
top     Immune cell  
freq            911  

---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
Cell In[8], line 2
      1 print(adata_glioblastoma_raw.obs.describe())  # Estadísticas de los metadatos de células
----> 2 print(adata_glioblastoma_raw.var.describe())

File c:\Users\henry\miniconda3\envs\ml_venv\lib\site-packages\pandas\core\generic.py:11976, in NDFrame.describe(self, percentiles, include, exclude)
  11734 @final
  11735 def describe(
  11736     self,
   (...)
  11739     exclude=None,
  11740 ) -> Self:
  11741     """
  11742     Generate descriptive statistics.
  11743 
   (...)
  11974     max            NaN      3.0
  11975     """
> 11976     return describe_ndframe(
  11977         obj=self,
  11978         include=include,
  11979         exclude=exclude,
  11980         percentiles=percentiles,
  11981     ).__finalize__(self, method="describe")

File c:\Users\henry\miniconda3\envs\ml_venv\lib\site-packages\pandas\core\methods\describe.py:91, in describe_ndframe(obj, include, exclude, percentiles)
     87     describer = SeriesDescriber(
     88         obj=cast("Series", obj),
     89     )
     90 else:
---> 91     describer = DataFrameDescriber(
     92         obj=cast("DataFrame", obj),
     93         include=include,
     94         exclude=exclude,
     95     )
     97 result = describer.describe(percentiles=percentiles)
     98 return cast(NDFrameT, result)

File c:\Users\henry\miniconda3\envs\ml_venv\lib\site-packages\pandas\core\methods\describe.py:162, in DataFrameDescriber.__init__(self, obj, include, exclude)
    159 self.exclude = exclude
    161 if obj.ndim == 2 and obj.columns.size == 0:
--> 162     raise ValueError("Cannot describe a DataFrame without columns")
    164 super().__init__(obj)

ValueError: Cannot describe a DataFrame without columns

adata_glioblastoma_raw.obs["cell_type"]

index
GSM2243439    cell type: Neoplastic
GSM2243444    cell type: Neoplastic
GSM2243445    cell type: Neoplastic
GSM2243447    cell type: Neoplastic
GSM2243452    cell type: Neoplastic
                      ...          
GSM2247067      cell type: Vascular
GSM2247068      cell type: Vascular
GSM2247069      cell type: Vascular
GSM2247070    cell type: Neoplastic
GSM2247071    cell type: Neoplastic
Name: cell_type, Length: 1853, dtype: category
Categories (7, object): ['cell type: Astocyte', 'cell type: Immune cell', 'cell type: Neoplastic', 'cell type: Neuron', 'cell type: OPC', 'cell type: Oligodendrocyte', 'cell type: Vascular']

adata_glioblastoma_raw.obs["cell_type"].value_counts()

cell_type
cell type: Immune cell        911
cell type: Neoplastic         552
cell type: OPC                238
cell type: Astocyte            68
cell type: Oligodendrocyte     48
cell type: Vascular            24
cell type: Neuron              12
Name: count, dtype: int64

Test data#

test_data =